id	sid	tid	token	lemma	pos
ger-135	1	1	ger	ger	NOUN
ger-135	1	2	10	10	NUM
ger-135	1	3	31	31	NUM
ger-135	1	4	tgw.docx	tgw.docx	VERB
ger-135	1	5	what	what	PRON
ger-135	1	6	is	be	AUX
ger-135	1	7	stem	stem	NOUN
ger-135	1	8	education	education	NOUN
ger-135	1	9	?	?	PUNCT
ger-135	2	1	1	1	NUM
ger-135	2	2	global	global	ADJ
ger-135	2	3	education	education	NOUN
ger-135	2	4	review	review	NOUN
ger-135	2	5	is	be	AUX
ger-135	2	6	a	a	DET
ger-135	2	7	publication	publication	NOUN
ger-135	2	8	of	of	ADP
ger-135	2	9	the	the	DET
ger-135	2	10	school	school	NOUN
ger-135	2	11	of	of	ADP
ger-135	2	12	education	education	NOUN
ger-135	2	13	at	at	ADP
ger-135	2	14	mercy	mercy	NOUN
ger-135	2	15	college	college	NOUN
ger-135	2	16	,	,	PUNCT
ger-135	2	17	new	new	PROPN
ger-135	2	18	york	york	PROPN
ger-135	2	19	.	.	PUNCT
ger-135	3	1	this	this	PRON
ger-135	3	2	is	be	AUX
ger-135	3	3	an	an	DET
ger-135	3	4	open	open	ADJ
ger-135	3	5	access	access	NOUN
ger-135	3	6	article	article	NOUN
ger-135	3	7	distributed	distribute	VERB
ger-135	3	8	under	under	ADP
ger-135	3	9	the	the	DET
ger-135	3	10	terms	term	NOUN
ger-135	3	11	of	of	ADP
ger-135	3	12	the	the	DET
ger-135	3	13	creative	creative	ADJ
ger-135	3	14	commons	common	NOUN
ger-135	3	15	attribution	attribution	NOUN
ger-135	3	16	-	-	PUNCT
ger-135	3	17	noncommercial	noncommercial	ADJ
ger-135	3	18	3.0	3.0	NUM
ger-135	3	19	unported	unported	ADJ
ger-135	3	20	license	license	NOUN
ger-135	3	21	,	,	PUNCT
ger-135	3	22	permitting	permit	VERB
ger-135	3	23	all	all	DET
ger-135	3	24	non	non	ADJ
ger-135	3	25	-	-	ADJ
ger-135	3	26	commercial	commercial	ADJ
ger-135	3	27	use	use	NOUN
ger-135	3	28	,	,	PUNCT
ger-135	3	29	distribution	distribution	NOUN
ger-135	3	30	,	,	PUNCT
ger-135	3	31	and	and	CCONJ
ger-135	3	32	reproduction	reproduction	NOUN
ger-135	3	33	in	in	ADP
ger-135	3	34	any	any	DET
ger-135	3	35	medium	medium	NOUN
ger-135	3	36	,	,	PUNCT
ger-135	3	37	provided	provide	VERB
ger-135	3	38	the	the	DET
ger-135	3	39	original	original	ADJ
ger-135	3	40	work	work	NOUN
ger-135	3	41	is	be	AUX
ger-135	3	42	properly	properly	ADV
ger-135	3	43	cited	cite	VERB
ger-135	3	44	.	.	PUNCT
ger-135	4	1	citation	citation	NOUN
ger-135	4	2	:	:	PUNCT
ger-135	4	3	marrero	marrero	PROPN
ger-135	4	4	,	,	PUNCT
ger-135	4	5	meghan	meghan	PROPN
ger-135	4	6	e.	e.	PROPN
ger-135	4	7	,	,	PUNCT
ger-135	4	8	gunning	gunning	PROPN
ger-135	4	9	,	,	PUNCT
ger-135	4	10	amanda	amanda	PROPN
ger-135	4	11	&	&	CCONJ
ger-135	4	12	germain	germain	PROPN
ger-135	4	13	-	-	PUNCT
ger-135	4	14	williams	williams	PROPN
ger-135	4	15	,	,	PUNCT
ger-135	4	16	terri	terri	PROPN
ger-135	4	17	(	(	PUNCT
ger-135	4	18	2014	2014	NUM
ger-135	4	19	)	)	PUNCT
ger-135	4	20	.	.	PUNCT
ger-135	5	1	what	what	PRON
ger-135	5	2	is	be	AUX
ger-135	5	3	stem	stem	NOUN
ger-135	5	4	education	education	NOUN
ger-135	5	5	?	?	PUNCT
ger-135	6	1	global	global	ADJ
ger-135	6	2	education	education	PROPN
ger-135	6	3	review	review	NOUN
ger-135	6	4	,	,	PUNCT
ger-135	6	5	1	1	NUM
ger-135	6	6	(	(	PUNCT
ger-135	6	7	4	4	NUM
ger-135	6	8	)	)	PUNCT
ger-135	6	9	.	.	PUNCT
ger-135	7	1	1	1	NUM
ger-135	7	2	-	-	SYM
ger-135	7	3	6	6	NUM
ger-135	7	4	.	.	PUNCT
ger-135	8	1	what	what	PRON
ger-135	8	2	is	be	AUX
ger-135	8	3	stem	stem	NOUN
ger-135	8	4	education	education	NOUN
ger-135	8	5	?	?	PUNCT
ger-135	9	1	meghan	meghan	PROPN
ger-135	9	2	e.	e.	PROPN
ger-135	9	3	marrero	marrero	PROPN
ger-135	9	4	mercy	mercy	PROPN
ger-135	9	5	college	college	PROPN
ger-135	9	6	,	,	PUNCT
ger-135	9	7	new	new	PROPN
ger-135	9	8	york	york	PROPN
ger-135	9	9	amanda	amanda	PROPN
ger-135	9	10	m.	m.	PROPN
ger-135	9	11	gunning	gun	VERB
ger-135	9	12	mercy	mercy	NOUN
ger-135	9	13	college	college	NOUN
ger-135	9	14	,	,	PUNCT
ger-135	9	15	new	new	PROPN
ger-135	9	16	york	york	PROPN
ger-135	9	17	terri	terri	PROPN
ger-135	9	18	germain	germain	PROPN
ger-135	9	19	-	-	PUNCT
ger-135	9	20	williams	williams	PROPN
ger-135	9	21	mercy	mercy	PROPN
ger-135	9	22	college	college	PROPN
ger-135	9	23	,	,	PUNCT
ger-135	9	24	new	new	PROPN
ger-135	9	25	york	york	PROPN
ger-135	9	26	introduction	introduction	NOUN
ger-135	9	27	the	the	DET
ger-135	9	28	term	term	NOUN
ger-135	9	29	“	"	PUNCT
ger-135	9	30	stem	stem	NOUN
ger-135	9	31	”	"	PUNCT
ger-135	9	32	,	,	PUNCT
ger-135	9	33	an	an	DET
ger-135	9	34	acronym	acronym	NOUN
ger-135	9	35	for	for	ADP
ger-135	9	36	science	science	NOUN
ger-135	9	37	,	,	PUNCT
ger-135	9	38	technology	technology	NOUN
ger-135	9	39	,	,	PUNCT
ger-135	9	40	engineering	engineering	NOUN
ger-135	9	41	and	and	CCONJ
ger-135	9	42	mathematics	mathematic	NOUN
ger-135	9	43	,	,	PUNCT
ger-135	9	44	has	have	AUX
ger-135	9	45	come	come	VERB
ger-135	9	46	to	to	ADP
ger-135	9	47	the	the	DET
ger-135	9	48	forefront	forefront	NOUN
ger-135	9	49	of	of	ADP
ger-135	9	50	international	international	ADJ
ger-135	9	51	discourse	discourse	NOUN
ger-135	9	52	in	in	ADP
ger-135	9	53	education	education	NOUN
ger-135	9	54	,	,	PUNCT
ger-135	9	55	industry	industry	NOUN
ger-135	9	56	,	,	PUNCT
ger-135	9	57	innovation	innovation	NOUN
ger-135	9	58	,	,	PUNCT
ger-135	9	59	and	and	CCONJ
ger-135	9	60	competition	competition	NOUN
ger-135	9	61	.	.	PUNCT
ger-135	10	1	the	the	DET
ger-135	10	2	term	term	NOUN
ger-135	10	3	is	be	AUX
ger-135	10	4	used	use	VERB
ger-135	10	5	with	with	ADP
ger-135	10	6	students	student	NOUN
ger-135	10	7	from	from	ADP
ger-135	10	8	preschool	preschool	NOUN
ger-135	10	9	to	to	PART
ger-135	10	10	post	post	VERB
ger-135	10	11	graduate	graduate	ADJ
ger-135	10	12	levels	level	NOUN
ger-135	10	13	,	,	PUNCT
ger-135	10	14	and	and	CCONJ
ger-135	10	15	to	to	PART
ger-135	10	16	describe	describe	VERB
ger-135	10	17	careers	career	NOUN
ger-135	10	18	in	in	ADP
ger-135	10	19	the	the	DET
ger-135	10	20	respective	respective	ADJ
ger-135	10	21	fields	field	NOUN
ger-135	10	22	.	.	PUNCT
ger-135	11	1	the	the	DET
ger-135	11	2	national	national	PROPN
ger-135	11	3	science	science	PROPN
ger-135	11	4	foundation	foundation	PROPN
ger-135	11	5	(	(	PUNCT
ger-135	11	6	nsf	nsf	PROPN
ger-135	11	7	)	)	PUNCT
ger-135	11	8	in	in	ADP
ger-135	11	9	the	the	DET
ger-135	11	10	united	united	PROPN
ger-135	11	11	states	states	PROPN
ger-135	11	12	began	begin	VERB
ger-135	11	13	using	use	VERB
ger-135	11	14	the	the	DET
ger-135	11	15	term	term	NOUN
ger-135	11	16	“	"	PUNCT
ger-135	11	17	smet	smet	PROPN
ger-135	11	18	”	"	PUNCT
ger-135	11	19	in	in	ADP
ger-135	11	20	the	the	DET
ger-135	11	21	1990s	1990	NOUN
ger-135	11	22	to	to	PART
ger-135	11	23	describe	describe	VERB
ger-135	11	24	the	the	DET
ger-135	11	25	fields	field	NOUN
ger-135	11	26	,	,	PUNCT
ger-135	11	27	but	but	CCONJ
ger-135	11	28	an	an	DET
ger-135	11	29	nsf	nsf	NOUN
ger-135	11	30	program	program	NOUN
ger-135	11	31	officer	officer	NOUN
ger-135	11	32	noted	note	VERB
ger-135	11	33	that	that	SCONJ
ger-135	11	34	the	the	DET
ger-135	11	35	acronym	acronym	NOUN
ger-135	11	36	sounded	sound	VERB
ger-135	11	37	too	too	ADV
ger-135	11	38	much	much	ADV
ger-135	11	39	like	like	ADP
ger-135	11	40	“	"	PUNCT
ger-135	11	41	smut	smut	NOUN
ger-135	11	42	,	,	PUNCT
ger-135	11	43	”	"	PUNCT
ger-135	11	44	from	from	ADP
ger-135	11	45	her	her	PRON
ger-135	11	46	objection	objection	NOUN
ger-135	11	47	,	,	PUNCT
ger-135	11	48	“	"	PUNCT
ger-135	11	49	stem	stem	NOUN
ger-135	11	50	”	"	PUNCT
ger-135	11	51	was	be	AUX
ger-135	11	52	born	bear	VERB
ger-135	11	53	in	in	ADP
ger-135	11	54	2001	2001	NUM
ger-135	11	55	(	(	PUNCT
ger-135	11	56	donahoe	donahoe	NOUN
ger-135	11	57	,	,	PUNCT
ger-135	11	58	2013	2013	NUM
ger-135	11	59	;	;	PUNCT
ger-135	11	60	sanders	sander	NOUN
ger-135	11	61	,	,	PUNCT
ger-135	11	62	2009	2009	NUM
ger-135	11	63	)	)	PUNCT
ger-135	11	64	.	.	PUNCT
ger-135	12	1	since	since	SCONJ
ger-135	12	2	then	then	ADV
ger-135	12	3	,	,	PUNCT
ger-135	12	4	definitions	definition	NOUN
ger-135	12	5	of	of	ADP
ger-135	12	6	stem	stem	NOUN
ger-135	12	7	have	have	AUX
ger-135	12	8	been	be	AUX
ger-135	12	9	unclear	unclear	ADJ
ger-135	12	10	.	.	PUNCT
ger-135	13	1	for	for	ADP
ger-135	13	2	some	some	PRON
ger-135	13	3	,	,	PUNCT
ger-135	13	4	stem	stem	VERB
ger-135	13	5	refers	refer	NOUN
ger-135	13	6	to	to	ADP
ger-135	13	7	education	education	NOUN
ger-135	13	8	and	and	CCONJ
ger-135	13	9	careers	career	NOUN
ger-135	13	10	in	in	ADP
ger-135	13	11	the	the	DET
ger-135	13	12	hard	hard	ADJ
ger-135	13	13	sciences	science	NOUN
ger-135	13	14	and	and	CCONJ
ger-135	13	15	mathematics	mathematic	NOUN
ger-135	13	16	,	,	PUNCT
ger-135	13	17	for	for	ADP
ger-135	13	18	others	other	NOUN
ger-135	13	19	,	,	PUNCT
ger-135	13	20	social	social	ADJ
ger-135	13	21	sciences	science	NOUN
ger-135	13	22	and	and	CCONJ
ger-135	13	23	other	other	ADJ
ger-135	13	24	related	related	ADJ
ger-135	13	25	fields	field	NOUN
ger-135	13	26	are	be	AUX
ger-135	13	27	included	include	VERB
ger-135	13	28	.	.	PUNCT
ger-135	14	1	some	some	DET
ger-135	14	2	authors	author	NOUN
ger-135	14	3	argue	argue	VERB
ger-135	14	4	that	that	SCONJ
ger-135	14	5	“	"	PUNCT
ger-135	14	6	agglomerating	agglomerate	VERB
ger-135	14	7	dissimilar	dissimilar	ADJ
ger-135	14	8	technical	technical	ADJ
ger-135	14	9	skills	skill	NOUN
ger-135	14	10	,	,	PUNCT
ger-135	14	11	”	"	PUNCT
ger-135	14	12	into	into	ADP
ger-135	14	13	the	the	DET
ger-135	14	14	catchall	catchall	NOUN
ger-135	14	15	phrase	phrase	NOUN
ger-135	14	16	leads	lead	VERB
ger-135	14	17	to	to	ADP
ger-135	14	18	a	a	DET
ger-135	14	19	“	"	PUNCT
ger-135	14	20	confusing	confusing	ADJ
ger-135	14	21	picture	picture	NOUN
ger-135	14	22	”	"	PUNCT
ger-135	14	23	(	(	PUNCT
ger-135	14	24	donahoe	donahoe	NOUN
ger-135	14	25	,	,	PUNCT
ger-135	14	26	2013	2013	NUM
ger-135	14	27	)	)	PUNCT
ger-135	14	28	.	.	PUNCT
ger-135	15	1	even	even	ADV
ger-135	15	2	professionals	professional	NOUN
ger-135	15	3	surveyed	survey	VERB
ger-135	15	4	in	in	ADP
ger-135	15	5	stem	stem	NOUN
ger-135	15	6	fields	field	NOUN
ger-135	15	7	do	do	AUX
ger-135	15	8	not	not	PART
ger-135	15	9	seem	seem	VERB
ger-135	15	10	to	to	PART
ger-135	15	11	understand	understand	VERB
ger-135	15	12	what	what	PRON
ger-135	15	13	the	the	DET
ger-135	15	14	acronym	acronym	NOUN
ger-135	15	15	means	mean	VERB
ger-135	15	16	,	,	PUNCT
ger-135	15	17	often	often	ADV
ger-135	15	18	assuming	assume	VERB
ger-135	15	19	it	it	PRON
ger-135	15	20	is	be	AUX
ger-135	15	21	related	relate	VERB
ger-135	15	22	to	to	ADP
ger-135	15	23	botany	botany	NOUN
ger-135	15	24	or	or	CCONJ
ger-135	15	25	research	research	NOUN
ger-135	15	26	on	on	ADP
ger-135	15	27	stem	stem	NOUN
ger-135	15	28	cells	cell	NOUN
ger-135	15	29	(	(	PUNCT
ger-135	15	30	bybee	bybee	NOUN
ger-135	15	31	,	,	PUNCT
ger-135	15	32	2010	2010	NUM
ger-135	15	33	)	)	PUNCT
ger-135	15	34	.	.	PUNCT
ger-135	16	1	similarly	similarly	ADV
ger-135	16	2	muddled	muddle	VERB
ger-135	16	3	definitions	definition	NOUN
ger-135	16	4	of	of	ADP
ger-135	16	5	stem	stem	NOUN
ger-135	16	6	in	in	ADP
ger-135	16	7	school	school	NOUN
ger-135	16	8	settings	setting	NOUN
ger-135	16	9	,	,	PUNCT
ger-135	16	10	and	and	CCONJ
ger-135	16	11	ideas	idea	NOUN
ger-135	16	12	about	about	ADP
ger-135	16	13	what	what	PRON
ger-135	16	14	good	good	ADJ
ger-135	16	15	stem	stem	NOUN
ger-135	16	16	education	education	NOUN
ger-135	16	17	looks	look	VERB
ger-135	16	18	like	like	ADP
ger-135	16	19	,	,	PUNCT
ger-135	16	20	are	be	AUX
ger-135	16	21	leading	lead	VERB
ger-135	16	22	to	to	ADP
ger-135	16	23	confusion	confusion	NOUN
ger-135	16	24	and	and	CCONJ
ger-135	16	25	disagreement	disagreement	NOUN
ger-135	16	26	.	.	PUNCT
ger-135	17	1	at	at	ADP
ger-135	17	2	times	time	NOUN
ger-135	17	3	,	,	PUNCT
ger-135	17	4	stem	stem	NOUN
ger-135	17	5	is	be	AUX
ger-135	17	6	simply	simply	ADV
ger-135	17	7	used	use	VERB
ger-135	17	8	as	as	ADP
ger-135	17	9	a	a	DET
ger-135	17	10	way	way	NOUN
ger-135	17	11	to	to	PART
ger-135	17	12	discuss	discuss	VERB
ger-135	17	13	the	the	DET
ger-135	17	14	four	four	NUM
ger-135	17	15	disciplines	discipline	NOUN
ger-135	17	16	.	.	PUNCT
ger-135	18	1	at	at	ADP
ger-135	18	2	other	other	ADJ
ger-135	18	3	times	time	NOUN
ger-135	18	4	,	,	PUNCT
ger-135	18	5	authors	author	NOUN
ger-135	18	6	stress	stress	VERB
ger-135	18	7	the	the	DET
ger-135	18	8	importance	importance	NOUN
ger-135	18	9	of	of	ADP
ger-135	18	10	integrating	integrate	VERB
ger-135	18	11	the	the	DET
ger-135	18	12	fields	field	NOUN
ger-135	18	13	(	(	PUNCT
ger-135	18	14	morrison	morrison	PROPN
ger-135	18	15	and	and	CCONJ
ger-135	18	16	bartlett	bartlett	PROPN
ger-135	18	17	,	,	PUNCT
ger-135	18	18	2009	2009	NUM
ger-135	18	19	)	)	PUNCT
ger-135	18	20	.	.	PUNCT
ger-135	19	1	as	as	ADP
ger-135	19	2	academics	academic	NOUN
ger-135	19	3	in	in	ADP
ger-135	19	4	the	the	DET
ger-135	19	5	fields	field	NOUN
ger-135	19	6	of	of	ADP
ger-135	19	7	science	science	NOUN
ger-135	19	8	and	and	CCONJ
ger-135	19	9	math	math	NOUN
ger-135	19	10	education	education	NOUN
ger-135	19	11	,	,	PUNCT
ger-135	19	12	we	we	PRON
ger-135	19	13	wonder	wonder	VERB
ger-135	19	14	:	:	PUNCT
ger-135	19	15	what	what	PRON
ger-135	19	16	are	be	AUX
ger-135	19	17	the	the	DET
ger-135	19	18	skills	skill	NOUN
ger-135	19	19	that	that	PRON
ger-135	19	20	students	student	NOUN
ger-135	19	21	need	need	VERB
ger-135	19	22	for	for	ADP
ger-135	19	23	stem	stem	NOUN
ger-135	19	24	subjects	subject	NOUN
ger-135	19	25	and	and	CCONJ
ger-135	19	26	stem	stem	NOUN
ger-135	19	27	careers	career	NOUN
ger-135	19	28	?	?	PUNCT
ger-135	20	1	how	how	SCONJ
ger-135	20	2	do	do	AUX
ger-135	20	3	we	we	PRON
ger-135	20	4	ensure	ensure	VERB
ger-135	20	5	that	that	SCONJ
ger-135	20	6	all	all	DET
ger-135	20	7	students	student	NOUN
ger-135	20	8	,	,	PUNCT
ger-135	20	9	regardless	regardless	ADV
ger-135	20	10	of	of	ADP
ger-135	20	11	race	race	NOUN
ger-135	20	12	,	,	PUNCT
ger-135	20	13	ethnicity	ethnicity	NOUN
ger-135	20	14	,	,	PUNCT
ger-135	20	15	ability	ability	NOUN
ger-135	20	16	,	,	PUNCT
ger-135	20	17	language	language	NOUN
ger-135	20	18	,	,	PUNCT
ger-135	20	19	gender	gender	NOUN
ger-135	20	20	,	,	PUNCT
ger-135	20	21	or	or	CCONJ
ger-135	20	22	location	location	NOUN
ger-135	20	23	,	,	PUNCT
ger-135	20	24	succeed	succeed	VERB
ger-135	20	25	in	in	ADP
ger-135	20	26	stem	stem	NOUN
ger-135	20	27	classrooms	classroom	NOUN
ger-135	20	28	around	around	ADP
ger-135	20	29	the	the	DET
ger-135	20	30	globe	globe	NOUN
ger-135	20	31	?	?	PUNCT
ger-135	21	1	how	how	SCONJ
ger-135	21	2	should	should	AUX
ger-135	21	3	we	we	PRON
ger-135	21	4	focus	focus	VERB
ger-135	21	5	our	our	PRON
ger-135	21	6	resources	resource	NOUN
ger-135	21	7	toward	toward	ADP
ger-135	21	8	that	that	DET
ger-135	21	9	end	end	NOUN
ger-135	21	10	?	?	PUNCT
ger-135	22	1	research	research	NOUN
ger-135	22	2	in	in	ADP
ger-135	22	3	truly	truly	ADV
ger-135	22	4	integrated	integrate	VERB
ger-135	22	5	stem	stem	NOUN
ger-135	22	6	education	education	NOUN
ger-135	22	7	is	be	AUX
ger-135	22	8	rare	rare	ADJ
ger-135	22	9	,	,	PUNCT
ger-135	22	10	likely	likely	ADJ
ger-135	22	11	because	because	SCONJ
ger-135	22	12	the	the	DET
ger-135	22	13	stem	stem	NOUN
ger-135	22	14	disciplines	discipline	NOUN
ger-135	22	15	are	be	AUX
ger-135	22	16	not	not	PART
ger-135	22	17	typically	typically	ADV
ger-135	22	18	integrated	integrate	VERB
ger-135	22	19	in	in	ADP
ger-135	22	20	schools	school	NOUN
ger-135	22	21	.	.	PUNCT
ger-135	23	1	worldwide	worldwide	ADJ
ger-135	23	2	educational	educational	ADJ
ger-135	23	3	systems	system	NOUN
ger-135	23	4	have	have	AUX
ger-135	23	5	typically	typically	ADV
ger-135	23	6	been	be	AUX
ger-135	23	7	discipline	discipline	NOUN
ger-135	23	8	-	-	PUNCT
ger-135	23	9	specific	specific	ADJ
ger-135	23	10	;	;	PUNCT
ger-135	23	11	students	student	NOUN
ger-135	23	12	take	take	VERB
ger-135	23	13	singularly	singularly	ADV
ger-135	23	14	focused	focus	VERB
ger-135	23	15	content	content	NOUN
ger-135	23	16	courses	course	NOUN
ger-135	23	17	,	,	PUNCT
ger-135	23	18	with	with	ADP
ger-135	23	19	little	little	ADJ
ger-135	23	20	interdisciplinary	interdisciplinary	ADJ
ger-135	23	21	work	work	NOUN
ger-135	23	22	.	.	PUNCT
ger-135	24	1	in	in	ADP
ger-135	24	2	this	this	DET
ger-135	24	3	issue	issue	NOUN
ger-135	24	4	,	,	PUNCT
ger-135	24	5	our	our	PRON
ger-135	24	6	authors	author	NOUN
ger-135	24	7	offer	offer	VERB
ger-135	24	8	diverse	diverse	ADJ
ger-135	24	9	perspectives	perspective	NOUN
ger-135	24	10	on	on	ADP
ger-135	24	11	science	science	NOUN
ger-135	24	12	,	,	PUNCT
ger-135	24	13	technology	technology	NOUN
ger-135	24	14	and	and	CCONJ
ger-135	24	15	mathematics	mathematic	NOUN
ger-135	24	16	education	education	NOUN
ger-135	24	17	,	,	PUNCT
ger-135	24	18	with	with	ADP
ger-135	24	19	a	a	DET
ger-135	24	20	focus	focus	NOUN
ger-135	24	21	on	on	ADP
ger-135	24	22	underserved	underserved	ADJ
ger-135	24	23	populations	population	NOUN
ger-135	24	24	including	include	VERB
ger-135	24	25	african	african	ADJ
ger-135	24	26	american	american	ADJ
ger-135	24	27	women	woman	NOUN
ger-135	24	28	in	in	ADP
ger-135	24	29	the	the	DET
ger-135	24	30	stem	stem	NOUN
ger-135	24	31	fields	field	NOUN
ger-135	24	32	,	,	PUNCT
ger-135	24	33	students	student	NOUN
ger-135	24	34	_	_	PUNCT
ger-135	25	1	_	_	PUNCT
ger-135	26	1	_	_	PUNCT
ger-135	27	1	_	_	PUNCT
ger-135	28	1	_	_	PUNCT
ger-135	29	1	_	_	PUNCT
ger-135	30	1	_	_	PUNCT
ger-135	31	1	_	_	PUNCT
ger-135	32	1	_	_	PUNCT
ger-135	33	1	_	_	PUNCT
ger-135	34	1	_	_	PUNCT
ger-135	35	1	_	_	PUNCT
ger-135	36	1	_	_	PUNCT
ger-135	37	1	_	_	PUNCT
ger-135	38	1	_	_	PUNCT
ger-135	39	1	_	_	PUNCT
ger-135	40	1	_	_	PUNCT
ger-135	41	1	_	_	PUNCT
ger-135	42	1	_	_	PUNCT
ger-135	43	1	_	_	PUNCT
ger-135	44	1	_	_	PUNCT
ger-135	45	1	_	_	PUNCT
ger-135	46	1	_	_	PUNCT
ger-135	47	1	_	_	PUNCT
ger-135	48	1	_	_	PUNCT
ger-135	49	1	_	_	PUNCT
ger-135	50	1	_	_	PUNCT
ger-135	51	1	_	_	PUNCT
ger-135	52	1	_	_	PUNCT
ger-135	53	1	_	_	PUNCT
ger-135	53	2	corresponding	corresponding	ADJ
ger-135	53	3	author	author	NOUN
ger-135	53	4	:	:	PUNCT
ger-135	53	5	meghan	meghan	PROPN
ger-135	53	6	e.	e.	PROPN
ger-135	53	7	marrero	marrero	PROPN
ger-135	53	8	,	,	PUNCT
ger-135	53	9	mercy	mercy	NOUN
ger-135	53	10	college	college	NOUN
ger-135	53	11	school	school	NOUN
ger-135	53	12	of	of	ADP
ger-135	53	13	education	education	NOUN
ger-135	53	14	,	,	PUNCT
ger-135	53	15	555	555	NUM
ger-135	53	16	broadway	broadway	NOUN
ger-135	53	17	,	,	PUNCT
ger-135	53	18	dobbs	dobbs	PROPN
ger-135	53	19	ferry	ferry	NOUN
ger-135	53	20	,	,	PUNCT
ger-135	53	21	new	new	PROPN
ger-135	53	22	york	york	PROPN
ger-135	53	23	10522	10522	NUM
ger-135	53	24	email	email	NOUN
ger-135	53	25	:	:	PUNCT
ger-135	53	26	mmarrero3@mercy.edu	mmarrero3@mercy.edu	PROPN
ger-135	53	27	mailto:mmarrero3@mercy.edu	mailto:mmarrero3@mercy.edu	PROPN
ger-135	53	28	2	2	NUM
ger-135	53	29	global	global	ADJ
ger-135	53	30	education	education	NOUN
ger-135	53	31	review	review	NOUN
ger-135	53	32	1(4	1(4	NUM
ger-135	53	33	)	)	PUNCT
ger-135	53	34	who	who	PRON
ger-135	53	35	do	do	AUX
ger-135	53	36	not	not	PART
ger-135	53	37	speak	speak	VERB
ger-135	53	38	the	the	DET
ger-135	53	39	dominant	dominant	ADJ
ger-135	53	40	language	language	NOUN
ger-135	53	41	,	,	PUNCT
ger-135	53	42	and	and	CCONJ
ger-135	53	43	inclusive	inclusive	ADJ
ger-135	53	44	classrooms	classroom	NOUN
ger-135	53	45	.	.	PUNCT
ger-135	54	1	why	why	SCONJ
ger-135	54	2	is	be	AUX
ger-135	54	3	stem	stem	VERB
ger-135	54	4	education	education	NOUN
ger-135	54	5	important	important	ADJ
ger-135	54	6	?	?	PUNCT
ger-135	55	1	the	the	DET
ger-135	55	2	demand	demand	NOUN
ger-135	55	3	for	for	ADP
ger-135	55	4	stem	stem	NOUN
ger-135	55	5	workers	worker	NOUN
ger-135	55	6	is	be	AUX
ger-135	55	7	an	an	DET
ger-135	55	8	explosive	explosive	ADJ
ger-135	55	9	phase	phase	NOUN
ger-135	55	10	.	.	PUNCT
ger-135	56	1	but	but	CCONJ
ger-135	56	2	apart	apart	ADV
ger-135	56	3	from	from	ADP
ger-135	56	4	the	the	DET
ger-135	56	5	world	world	NOUN
ger-135	56	6	of	of	ADP
ger-135	56	7	work	work	NOUN
ger-135	56	8	and	and	CCONJ
ger-135	56	9	productivity	productivity	NOUN
ger-135	56	10	,	,	PUNCT
ger-135	56	11	the	the	DET
ger-135	56	12	need	need	NOUN
ger-135	56	13	for	for	ADP
ger-135	56	14	stem	stem	NOUN
ger-135	56	15	education	education	NOUN
ger-135	56	16	is	be	AUX
ger-135	56	17	dire	dire	ADJ
ger-135	56	18	on	on	ADP
ger-135	56	19	a	a	DET
ger-135	56	20	personal	personal	ADJ
ger-135	56	21	level	level	NOUN
ger-135	56	22	as	as	ADV
ger-135	56	23	well	well	ADV
ger-135	56	24	.	.	PUNCT
ger-135	57	1	worldwide	worldwide	ADV
ger-135	57	2	,	,	PUNCT
ger-135	57	3	technology	technology	NOUN
ger-135	57	4	abounds	abound	VERB
ger-135	57	5	.	.	PUNCT
ger-135	58	1	health	health	NOUN
ger-135	58	2	crises	crisis	NOUN
ger-135	58	3	increasingly	increasingly	ADV
ger-135	58	4	focus	focus	VERB
ger-135	58	5	on	on	ADP
ger-135	58	6	the	the	DET
ger-135	58	7	spread	spread	NOUN
ger-135	58	8	of	of	ADP
ger-135	58	9	life	life	NOUN
ger-135	58	10	-	-	PUNCT
ger-135	58	11	threatening	threaten	VERB
ger-135	58	12	illness	illness	NOUN
ger-135	58	13	.	.	PUNCT
ger-135	59	1	climate	climate	NOUN
ger-135	59	2	concerns	concern	NOUN
ger-135	59	3	and	and	CCONJ
ger-135	59	4	extreme	extreme	ADJ
ger-135	59	5	weather	weather	NOUN
ger-135	59	6	surface	surface	NOUN
ger-135	59	7	repeatedly	repeatedly	ADV
ger-135	59	8	in	in	ADP
ger-135	59	9	news	news	NOUN
ger-135	59	10	and	and	CCONJ
ger-135	59	11	politics	politic	NOUN
ger-135	59	12	.	.	PUNCT
ger-135	60	1	whether	whether	SCONJ
ger-135	60	2	citizens	citizen	NOUN
ger-135	60	3	are	be	AUX
ger-135	60	4	trying	try	VERB
ger-135	60	5	to	to	PART
ger-135	60	6	understand	understand	VERB
ger-135	60	7	how	how	SCONJ
ger-135	60	8	the	the	DET
ger-135	60	9	latest	late	ADJ
ger-135	60	10	airport	airport	NOUN
ger-135	60	11	screening	screen	VERB
ger-135	60	12	technology	technology	NOUN
ger-135	60	13	works	work	VERB
ger-135	60	14	or	or	CCONJ
ger-135	60	15	how	how	SCONJ
ger-135	60	16	mosquito	mosquito	ADJ
ger-135	60	17	nets	net	NOUN
ger-135	60	18	prevent	prevent	VERB
ger-135	60	19	malaria	malaria	NOUN
ger-135	60	20	,	,	PUNCT
ger-135	60	21	every	every	DET
ger-135	60	22	person	person	NOUN
ger-135	60	23	needs	need	VERB
ger-135	60	24	some	some	DET
ger-135	60	25	level	level	NOUN
ger-135	60	26	of	of	ADP
ger-135	60	27	stem	stem	NOUN
ger-135	60	28	education	education	NOUN
ger-135	60	29	.	.	PUNCT
ger-135	61	1	the	the	DET
ger-135	61	2	necessity	necessity	NOUN
ger-135	61	3	of	of	ADP
ger-135	61	4	this	this	DET
ger-135	61	5	exposure	exposure	NOUN
ger-135	61	6	is	be	AUX
ger-135	61	7	not	not	PART
ger-135	61	8	limited	limit	VERB
ger-135	61	9	to	to	ADP
ger-135	61	10	understanding	understand	VERB
ger-135	61	11	germ	germ	NOUN
ger-135	61	12	theory	theory	NOUN
ger-135	61	13	or	or	CCONJ
ger-135	61	14	how	how	SCONJ
ger-135	61	15	tsunamis	tsunamis	NOUN
ger-135	61	16	form	form	NOUN
ger-135	61	17	,	,	PUNCT
ger-135	61	18	but	but	CCONJ
ger-135	61	19	studies	study	NOUN
ger-135	61	20	have	have	AUX
ger-135	61	21	shown	show	VERB
ger-135	61	22	that	that	SCONJ
ger-135	61	23	learning	learn	VERB
ger-135	61	24	in	in	ADP
ger-135	61	25	stem	stem	NOUN
ger-135	61	26	fields	field	NOUN
ger-135	61	27	is	be	AUX
ger-135	61	28	linked	link	VERB
ger-135	61	29	to	to	ADP
ger-135	61	30	increased	increase	VERB
ger-135	61	31	critical	critical	ADJ
ger-135	61	32	reasoning	reasoning	NOUN
ger-135	61	33	and	and	CCONJ
ger-135	61	34	logical	logical	ADJ
ger-135	61	35	thinking	thinking	NOUN
ger-135	61	36	(	(	PUNCT
ger-135	61	37	sadler	sadler	NOUN
ger-135	61	38	&	&	CCONJ
ger-135	61	39	zeidler	zeidler	PROPN
ger-135	61	40	,	,	PUNCT
ger-135	61	41	2004	2004	NUM
ger-135	61	42	)	)	PUNCT
ger-135	61	43	.	.	PUNCT
ger-135	62	1	in	in	ADP
ger-135	62	2	this	this	DET
ger-135	62	3	issue	issue	NOUN
ger-135	62	4	,	,	PUNCT
ger-135	62	5	morrison	morrison	NOUN
ger-135	62	6	-	-	PUNCT
ger-135	62	7	love	love	NOUN
ger-135	62	8	(	(	PUNCT
ger-135	62	9	p.	p.	NOUN
ger-135	62	10	15	15	NUM
ger-135	62	11	)	)	PUNCT
ger-135	62	12	examines	examine	VERB
ger-135	62	13	the	the	DET
ger-135	62	14	importance	importance	NOUN
ger-135	62	15	and	and	CCONJ
ger-135	62	16	methods	method	NOUN
ger-135	62	17	for	for	ADP
ger-135	62	18	teacher	teacher	NOUN
ger-135	62	19	education	education	NOUN
ger-135	62	20	to	to	PART
ger-135	62	21	promote	promote	VERB
ger-135	62	22	transfer	transfer	NOUN
ger-135	62	23	of	of	ADP
ger-135	62	24	knowledge	knowledge	NOUN
ger-135	62	25	for	for	ADP
ger-135	62	26	solving	solve	VERB
ger-135	62	27	complex	complex	ADJ
ger-135	62	28	stem	stem	NOUN
ger-135	62	29	problems	problem	NOUN
ger-135	62	30	.	.	PUNCT
ger-135	63	1	he	he	PRON
ger-135	63	2	explores	explore	VERB
ger-135	63	3	some	some	PRON
ger-135	63	4	of	of	ADP
ger-135	63	5	the	the	DET
ger-135	63	6	ideal	ideal	ADJ
ger-135	63	7	conditions	condition	NOUN
ger-135	63	8	for	for	ADP
ger-135	63	9	the	the	DET
ger-135	63	10	development	development	NOUN
ger-135	63	11	of	of	ADP
ger-135	63	12	these	these	DET
ger-135	63	13	abilities	ability	NOUN
ger-135	63	14	and	and	CCONJ
ger-135	63	15	addresses	address	NOUN
ger-135	63	16	the	the	DET
ger-135	63	17	residual	residual	ADJ
ger-135	63	18	results	result	NOUN
ger-135	63	19	on	on	ADP
ger-135	63	20	student	student	NOUN
ger-135	63	21	confidence	confidence	NOUN
ger-135	63	22	and	and	CCONJ
ger-135	63	23	independence	independence	NOUN
ger-135	63	24	.	.	PUNCT
ger-135	64	1	all	all	DET
ger-135	64	2	people	people	NOUN
ger-135	64	3	need	need	VERB
ger-135	64	4	stem	stem	NOUN
ger-135	64	5	understanding	understanding	NOUN
ger-135	64	6	in	in	ADP
ger-135	64	7	order	order	NOUN
ger-135	64	8	to	to	PART
ger-135	64	9	make	make	VERB
ger-135	64	10	sound	sound	ADJ
ger-135	64	11	decisions	decision	NOUN
ger-135	64	12	for	for	ADP
ger-135	64	13	themselves	themselves	PRON
ger-135	64	14	,	,	PUNCT
ger-135	64	15	families	family	NOUN
ger-135	64	16	and	and	CCONJ
ger-135	64	17	their	their	PRON
ger-135	64	18	communities	community	NOUN
ger-135	64	19	(	(	PUNCT
ger-135	64	20	tate	tate	PROPN
ger-135	64	21	,	,	PUNCT
ger-135	64	22	jones	jones	PROPN
ger-135	64	23	,	,	PUNCT
ger-135	64	24	thorne	thorne	PROPN
ger-135	64	25	-	-	PUNCT
ger-135	64	26	wallington	wallington	PROPN
ger-135	64	27	&	&	CCONJ
ger-135	64	28	hogrebe	hogrebe	NOUN
ger-135	64	29	,	,	PUNCT
ger-135	64	30	2012	2012	NUM
ger-135	64	31	)	)	PUNCT
ger-135	64	32	.	.	PUNCT
ger-135	65	1	denying	deny	VERB
ger-135	65	2	anyone	anyone	PRON
ger-135	65	3	this	this	DET
ger-135	65	4	piece	piece	NOUN
ger-135	65	5	of	of	ADP
ger-135	65	6	their	their	PRON
ger-135	65	7	education	education	NOUN
ger-135	65	8	is	be	AUX
ger-135	65	9	tantamount	tantamount	ADJ
ger-135	65	10	to	to	ADP
ger-135	65	11	discrimination	discrimination	NOUN
ger-135	65	12	(	(	PUNCT
ger-135	65	13	tate	tate	NOUN
ger-135	65	14	,	,	PUNCT
ger-135	65	15	2001	2001	NUM
ger-135	65	16	)	)	PUNCT
ger-135	65	17	.	.	PUNCT
ger-135	66	1	we	we	PRON
ger-135	66	2	can	can	AUX
ger-135	66	3	not	not	PART
ger-135	66	4	deprive	deprive	VERB
ger-135	66	5	certain	certain	ADJ
ger-135	66	6	members	member	NOUN
ger-135	66	7	of	of	ADP
ger-135	66	8	our	our	PRON
ger-135	66	9	society	society	NOUN
ger-135	66	10	the	the	DET
ger-135	66	11	tools	tool	NOUN
ger-135	66	12	to	to	PART
ger-135	66	13	make	make	VERB
ger-135	66	14	good	good	ADJ
ger-135	66	15	decisions	decision	NOUN
ger-135	66	16	based	base	VERB
ger-135	66	17	on	on	ADP
ger-135	66	18	their	their	PRON
ger-135	66	19	race	race	NOUN
ger-135	66	20	,	,	PUNCT
ger-135	66	21	class	class	NOUN
ger-135	66	22	or	or	CCONJ
ger-135	66	23	level	level	NOUN
ger-135	66	24	of	of	ADP
ger-135	66	25	access	access	NOUN
ger-135	66	26	.	.	PUNCT
ger-135	67	1	it	it	PRON
ger-135	67	2	is	be	AUX
ger-135	67	3	important	important	ADJ
ger-135	67	4	that	that	SCONJ
ger-135	67	5	we	we	PRON
ger-135	67	6	not	not	PART
ger-135	67	7	only	only	ADV
ger-135	67	8	explore	explore	VERB
ger-135	67	9	how	how	SCONJ
ger-135	67	10	marginalized	marginalize	VERB
ger-135	67	11	groups	group	NOUN
ger-135	67	12	can	can	AUX
ger-135	67	13	be	be	AUX
ger-135	67	14	reached	reach	VERB
ger-135	67	15	to	to	PART
ger-135	67	16	develop	develop	VERB
ger-135	67	17	stem	stem	NOUN
ger-135	67	18	understandings	understanding	NOUN
ger-135	67	19	,	,	PUNCT
ger-135	67	20	but	but	CCONJ
ger-135	67	21	also	also	ADV
ger-135	67	22	that	that	SCONJ
ger-135	67	23	we	we	PRON
ger-135	67	24	share	share	VERB
ger-135	67	25	best	good	ADJ
ger-135	67	26	practices	practice	NOUN
ger-135	67	27	for	for	ADP
ger-135	67	28	educating	educate	VERB
ger-135	67	29	our	our	PRON
ger-135	67	30	teachers	teacher	NOUN
ger-135	67	31	to	to	PART
ger-135	67	32	prepare	prepare	VERB
ger-135	67	33	them	they	PRON
ger-135	67	34	to	to	PART
ger-135	67	35	teach	teach	VERB
ger-135	67	36	stem	stem	NOUN
ger-135	67	37	content	content	NOUN
ger-135	67	38	and	and	CCONJ
ger-135	67	39	practices	practice	NOUN
ger-135	67	40	so	so	SCONJ
ger-135	67	41	that	that	SCONJ
ger-135	67	42	all	all	DET
ger-135	67	43	students	student	NOUN
ger-135	67	44	may	may	AUX
ger-135	67	45	learn	learn	VERB
ger-135	67	46	.	.	PUNCT
ger-135	68	1	in	in	ADP
ger-135	68	2	this	this	DET
ger-135	68	3	issue	issue	NOUN
ger-135	68	4	,	,	PUNCT
ger-135	68	5	bruscavega	bruscavega	PROPN
ger-135	68	6	,	,	PUNCT
ger-135	68	7	alexander	alexander	NOUN
ger-135	68	8	,	,	PUNCT
ger-135	68	9	and	and	CCONJ
ger-135	68	10	kamin	kamin	PROPN
ger-135	68	11	(	(	PUNCT
ger-135	68	12	p.	p.	NOUN
ger-135	68	13	37	37	NUM
ger-135	68	14	in	in	ADP
ger-135	68	15	this	this	DET
ger-135	68	16	issue	issue	NOUN
ger-135	68	17	)	)	PUNCT
ger-135	68	18	examine	examine	VERB
ger-135	68	19	collaborative	collaborative	ADJ
ger-135	68	20	professional	professional	ADJ
ger-135	68	21	development	development	NOUN
ger-135	68	22	for	for	ADP
ger-135	68	23	science	science	NOUN
ger-135	68	24	and	and	CCONJ
ger-135	68	25	special	special	ADJ
ger-135	68	26	education	education	NOUN
ger-135	68	27	teachers	teacher	NOUN
ger-135	68	28	with	with	ADP
ger-135	68	29	a	a	DET
ger-135	68	30	focus	focus	NOUN
ger-135	68	31	on	on	ADP
ger-135	68	32	meeting	meet	VERB
ger-135	68	33	the	the	DET
ger-135	68	34	needs	need	NOUN
ger-135	68	35	of	of	ADP
ger-135	68	36	all	all	DET
ger-135	68	37	students	student	NOUN
ger-135	68	38	in	in	ADP
ger-135	68	39	their	their	PRON
ger-135	68	40	classrooms	classroom	NOUN
ger-135	68	41	,	,	PUNCT
ger-135	68	42	resulting	result	VERB
ger-135	68	43	in	in	ADP
ger-135	68	44	positive	positive	ADJ
ger-135	68	45	outcomes	outcome	NOUN
ger-135	68	46	for	for	ADP
ger-135	68	47	both	both	DET
ger-135	68	48	teachers	teacher	NOUN
ger-135	68	49	and	and	CCONJ
ger-135	68	50	students	student	NOUN
ger-135	68	51	.	.	PUNCT
ger-135	69	1	stem	stem	NOUN
ger-135	69	2	understanding	understanding	NOUN
ger-135	69	3	and	and	CCONJ
ger-135	69	4	exposure	exposure	NOUN
ger-135	69	5	for	for	ADP
ger-135	69	6	all	all	DET
ger-135	69	7	students	student	NOUN
ger-135	69	8	will	will	AUX
ger-135	69	9	not	not	PART
ger-135	69	10	only	only	ADV
ger-135	69	11	benefit	benefit	VERB
ger-135	69	12	them	they	PRON
ger-135	69	13	personally	personally	ADV
ger-135	69	14	,	,	PUNCT
ger-135	69	15	but	but	CCONJ
ger-135	69	16	will	will	AUX
ger-135	69	17	benefit	benefit	VERB
ger-135	69	18	the	the	DET
ger-135	69	19	world	world	NOUN
ger-135	69	20	,	,	PUNCT
ger-135	69	21	as	as	SCONJ
ger-135	69	22	more	more	ADJ
ger-135	69	23	engineers	engineer	NOUN
ger-135	69	24	,	,	PUNCT
ger-135	69	25	doctors	doctor	NOUN
ger-135	69	26	,	,	PUNCT
ger-135	69	27	scientists	scientist	NOUN
ger-135	69	28	,	,	PUNCT
ger-135	69	29	and	and	CCONJ
ger-135	69	30	mathematicians	mathematician	NOUN
ger-135	69	31	grow	grow	VERB
ger-135	69	32	out	out	ADP
ger-135	69	33	of	of	ADP
ger-135	69	34	the	the	DET
ger-135	69	35	increased	increase	VERB
ger-135	69	36	exposure	exposure	NOUN
ger-135	69	37	.	.	PUNCT
ger-135	70	1	surely	surely	ADV
ger-135	70	2	,	,	PUNCT
ger-135	70	3	many	many	ADJ
ger-135	70	4	untapped	untapped	ADJ
ger-135	70	5	talents	talent	NOUN
ger-135	70	6	exist	exist	VERB
ger-135	70	7	,	,	PUNCT
ger-135	70	8	due	due	ADP
ger-135	70	9	to	to	ADP
ger-135	70	10	the	the	DET
ger-135	70	11	simple	simple	ADJ
ger-135	70	12	lack	lack	NOUN
ger-135	70	13	of	of	ADP
ger-135	70	14	accessibility	accessibility	NOUN
ger-135	70	15	to	to	PART
ger-135	70	16	stem	stem	VERB
ger-135	70	17	education	education	NOUN
ger-135	70	18	.	.	PUNCT
ger-135	71	1	stem	stem	NOUN
ger-135	71	2	fields	field	NOUN
ger-135	71	3	inherently	inherently	ADV
ger-135	71	4	require	require	VERB
ger-135	71	5	some	some	DET
ger-135	71	6	level	level	NOUN
ger-135	71	7	of	of	ADP
ger-135	71	8	creativity	creativity	NOUN
ger-135	71	9	and	and	CCONJ
ger-135	71	10	personal	personal	ADJ
ger-135	71	11	influence	influence	NOUN
ger-135	71	12	in	in	ADP
ger-135	71	13	terms	term	NOUN
ger-135	71	14	of	of	ADP
ger-135	71	15	what	what	PRON
ger-135	71	16	is	be	AUX
ger-135	71	17	of	of	ADP
ger-135	71	18	interest	interest	NOUN
ger-135	71	19	to	to	PART
ger-135	71	20	study	study	VERB
ger-135	71	21	;	;	PUNCT
ger-135	71	22	how	how	SCONJ
ger-135	71	23	these	these	DET
ger-135	71	24	studies	study	NOUN
ger-135	71	25	should	should	AUX
ger-135	71	26	be	be	AUX
ger-135	71	27	conducted	conduct	VERB
ger-135	71	28	;	;	PUNCT
ger-135	71	29	and	and	CCONJ
ger-135	71	30	how	how	SCONJ
ger-135	71	31	results	result	NOUN
ger-135	71	32	will	will	AUX
ger-135	71	33	be	be	AUX
ger-135	71	34	shared	share	VERB
ger-135	71	35	.	.	PUNCT
ger-135	72	1	by	by	ADP
ger-135	72	2	including	include	VERB
ger-135	72	3	all	all	DET
ger-135	72	4	members	member	NOUN
ger-135	72	5	of	of	ADP
ger-135	72	6	society	society	NOUN
ger-135	72	7	(	(	PUNCT
ger-135	72	8	increased	increase	VERB
ger-135	72	9	numbers	number	NOUN
ger-135	72	10	of	of	ADP
ger-135	72	11	women	woman	NOUN
ger-135	72	12	,	,	PUNCT
ger-135	72	13	minorities	minority	NOUN
ger-135	72	14	,	,	PUNCT
ger-135	72	15	marginalized	marginalize	VERB
ger-135	72	16	groups	group	NOUN
ger-135	72	17	within	within	ADP
ger-135	72	18	countries	country	NOUN
ger-135	72	19	,	,	PUNCT
ger-135	72	20	for	for	ADP
ger-135	72	21	example	example	NOUN
ger-135	72	22	)	)	PUNCT
ger-135	72	23	more	more	ADV
ger-135	72	24	diverse	diverse	ADJ
ger-135	72	25	research	research	NOUN
ger-135	72	26	and	and	CCONJ
ger-135	72	27	knowledge	knowledge	NOUN
ger-135	72	28	will	will	AUX
ger-135	72	29	be	be	AUX
ger-135	72	30	shared	share	VERB
ger-135	72	31	,	,	PUNCT
ger-135	72	32	for	for	ADP
ger-135	72	33	the	the	DET
ger-135	72	34	betterment	betterment	NOUN
ger-135	72	35	of	of	ADP
ger-135	72	36	all	all	PRON
ger-135	72	37	.	.	PUNCT
ger-135	73	1	varied	varied	ADJ
ger-135	73	2	perspectives	perspective	NOUN
ger-135	73	3	and	and	CCONJ
ger-135	73	4	data	datum	NOUN
ger-135	73	5	fuel	fuel	NOUN
ger-135	73	6	robust	robust	ADJ
ger-135	73	7	innovation	innovation	NOUN
ger-135	73	8	.	.	PUNCT
ger-135	74	1	through	through	ADP
ger-135	74	2	the	the	DET
ger-135	74	3	internet	internet	NOUN
ger-135	74	4	,	,	PUNCT
ger-135	74	5	it	it	PRON
ger-135	74	6	is	be	AUX
ger-135	74	7	possible	possible	ADJ
ger-135	74	8	to	to	PART
ger-135	74	9	share	share	VERB
ger-135	74	10	information	information	NOUN
ger-135	74	11	and	and	CCONJ
ger-135	74	12	work	work	VERB
ger-135	74	13	like	like	ADP
ger-135	74	14	no	no	DET
ger-135	74	15	other	other	ADJ
ger-135	74	16	time	time	NOUN
ger-135	74	17	in	in	ADP
ger-135	74	18	history	history	NOUN
ger-135	74	19	.	.	PUNCT
ger-135	75	1	nancy	nancy	PROPN
ger-135	75	2	heilbronner	heilbronner	PROPN
ger-135	75	3	’s	’s	PART
ger-135	75	4	editorial	editorial	NOUN
ger-135	75	5	(	(	PUNCT
ger-135	75	6	p.	p.	NOUN
ger-135	75	7	7	7	NUM
ger-135	75	8	in	in	ADP
ger-135	75	9	this	this	DET
ger-135	75	10	issue	issue	NOUN
ger-135	75	11	)	)	PUNCT
ger-135	75	12	argues	argue	VERB
ger-135	75	13	that	that	SCONJ
ger-135	75	14	global	global	ADJ
ger-135	75	15	stem	stem	NOUN
ger-135	75	16	talent	talent	NOUN
ger-135	75	17	need	need	AUX
ger-135	75	18	not	not	PART
ger-135	75	19	be	be	AUX
ger-135	75	20	an	an	DET
ger-135	75	21	international	international	ADJ
ger-135	75	22	competition	competition	NOUN
ger-135	75	23	.	.	PUNCT
ger-135	76	1	when	when	SCONJ
ger-135	76	2	nations	nation	NOUN
ger-135	76	3	work	work	VERB
ger-135	76	4	together	together	ADV
ger-135	76	5	,	,	PUNCT
ger-135	76	6	we	we	PRON
ger-135	76	7	achieve	achieve	VERB
ger-135	76	8	improved	improved	ADJ
ger-135	76	9	results	result	NOUN
ger-135	76	10	.	.	PUNCT
ger-135	77	1	solving	solve	VERB
ger-135	77	2	the	the	DET
ger-135	77	3	21st	21st	ADJ
ger-135	77	4	century	century	NOUN
ger-135	77	5	issues	issue	NOUN
ger-135	77	6	of	of	ADP
ger-135	77	7	sustainability	sustainability	NOUN
ger-135	77	8	,	,	PUNCT
ger-135	77	9	for	for	ADP
ger-135	77	10	example	example	NOUN
ger-135	77	11	health	health	NOUN
ger-135	77	12	,	,	PUNCT
ger-135	77	13	climate	climate	NOUN
ger-135	77	14	change	change	NOUN
ger-135	77	15	,	,	PUNCT
ger-135	77	16	access	access	NOUN
ger-135	77	17	to	to	ADP
ger-135	77	18	freshwater	freshwater	NOUN
ger-135	77	19	,	,	PUNCT
ger-135	77	20	will	will	AUX
ger-135	77	21	require	require	VERB
ger-135	77	22	strong	strong	ADJ
ger-135	77	23	stem	stem	NOUN
ger-135	77	24	education	education	NOUN
ger-135	77	25	of	of	ADP
ger-135	77	26	students	student	NOUN
ger-135	77	27	in	in	ADP
ger-135	77	28	all	all	DET
ger-135	77	29	nations	nation	NOUN
ger-135	77	30	and	and	CCONJ
ger-135	77	31	international	international	ADJ
ger-135	77	32	cooperation	cooperation	NOUN
ger-135	77	33	(	(	PUNCT
ger-135	77	34	johnson	johnson	PROPN
ger-135	77	35	,	,	PUNCT
ger-135	77	36	2012	2012	NUM
ger-135	77	37	)	)	PUNCT
ger-135	77	38	.	.	PUNCT
ger-135	78	1	varied	varied	ADJ
ger-135	78	2	voices	voice	NOUN
ger-135	78	3	from	from	ADP
ger-135	78	4	all	all	DET
ger-135	78	5	corners	corner	NOUN
ger-135	78	6	of	of	ADP
ger-135	78	7	the	the	DET
ger-135	78	8	world	world	NOUN
ger-135	78	9	can	can	AUX
ger-135	78	10	only	only	ADV
ger-135	78	11	add	add	VERB
ger-135	78	12	to	to	ADP
ger-135	78	13	our	our	PRON
ger-135	78	14	depth	depth	NOUN
ger-135	78	15	of	of	ADP
ger-135	78	16	knowledge	knowledge	NOUN
ger-135	78	17	and	and	CCONJ
ger-135	78	18	fodder	fodder	NOUN
ger-135	78	19	for	for	ADP
ger-135	78	20	solutions	solution	NOUN
ger-135	78	21	to	to	ADP
ger-135	78	22	the	the	DET
ger-135	78	23	ever	ever	ADV
ger-135	78	24	-	-	PUNCT
ger-135	78	25	increasing	increase	VERB
ger-135	78	26	problems	problem	NOUN
ger-135	78	27	of	of	ADP
ger-135	78	28	the	the	DET
ger-135	78	29	21st	21st	ADJ
ger-135	78	30	century	century	NOUN
ger-135	78	31	.	.	PUNCT
ger-135	79	1	perspectives	perspective	NOUN
ger-135	79	2	on	on	ADP
ger-135	79	3	the	the	DET
ger-135	79	4	"	"	PUNCT
ger-135	79	5	stem	stem	NOUN
ger-135	79	6	workforce	workforce	NOUN
ger-135	79	7	crisis	crisis	NOUN
ger-135	79	8	"	"	PUNCT
ger-135	79	9	is	be	AUX
ger-135	79	10	there	there	PRON
ger-135	79	11	a	a	DET
ger-135	79	12	lack	lack	NOUN
ger-135	79	13	of	of	ADP
ger-135	79	14	able	able	ADJ
ger-135	79	15	stem	stem	NOUN
ger-135	79	16	workers	worker	NOUN
ger-135	79	17	?	?	PUNCT
ger-135	80	1	it	it	PRON
ger-135	80	2	seems	seem	VERB
ger-135	80	3	to	to	PART
ger-135	80	4	depend	depend	VERB
ger-135	80	5	on	on	ADP
ger-135	80	6	who	who	PRON
ger-135	80	7	you	you	PRON
ger-135	80	8	ask	ask	VERB
ger-135	80	9	.	.	PUNCT
ger-135	81	1	the	the	DET
ger-135	81	2	lack	lack	NOUN
ger-135	81	3	of	of	ADP
ger-135	81	4	“	"	PUNCT
ger-135	81	5	stem	stem	NOUN
ger-135	81	6	talent	talent	NOUN
ger-135	81	7	”	"	PUNCT
ger-135	81	8	has	have	AUX
ger-135	81	9	been	be	AUX
ger-135	81	10	discussed	discuss	VERB
ger-135	81	11	worldwide	worldwide	ADV
ger-135	81	12	.	.	PUNCT
ger-135	82	1	in	in	ADP
ger-135	82	2	the	the	DET
ger-135	82	3	united	united	PROPN
ger-135	82	4	states	states	PROPN
ger-135	82	5	,	,	PUNCT
ger-135	82	6	a	a	DET
ger-135	82	7	recent	recent	ADJ
ger-135	82	8	study	study	NOUN
ger-135	82	9	found	find	VERB
ger-135	82	10	one	one	NUM
ger-135	82	11	jobwhat	jobwhat	NOUN
ger-135	82	12	is	be	AUX
ger-135	82	13	stem	stem	NOUN
ger-135	82	14	education	education	NOUN
ger-135	82	15	?	?	PUNCT
ger-135	83	1	3	3	NUM
ger-135	83	2	seeker	seeker	NOUN
ger-135	83	3	for	for	ADP
ger-135	83	4	each	each	DET
ger-135	83	5	thousand	thousand	NUM
ger-135	83	6	openings	opening	NOUN
ger-135	83	7	in	in	ADP
ger-135	83	8	stem	stem	NOUN
ger-135	83	9	(	(	PUNCT
ger-135	83	10	st	st	PROPN
ger-135	83	11	.	.	PROPN
ger-135	83	12	louis	louis	PROPN
ger-135	83	13	community	community	NOUN
ger-135	83	14	college	college	NOUN
ger-135	83	15	,	,	PUNCT
ger-135	83	16	2014	2014	NUM
ger-135	83	17	)	)	PUNCT
ger-135	83	18	.	.	PUNCT
ger-135	84	1	norway	norway	PROPN
ger-135	84	2	,	,	PUNCT
ger-135	84	3	a	a	DET
ger-135	84	4	country	country	NOUN
ger-135	84	5	with	with	ADP
ger-135	84	6	many	many	ADJ
ger-135	84	7	natural	natural	ADJ
ger-135	84	8	resources	resource	NOUN
ger-135	84	9	,	,	PUNCT
ger-135	84	10	reports	report	VERB
ger-135	84	11	that	that	SCONJ
ger-135	84	12	there	there	PRON
ger-135	84	13	are	be	VERB
ger-135	84	14	not	not	PART
ger-135	84	15	enough	enough	ADJ
ger-135	84	16	skilled	skilled	ADJ
ger-135	84	17	professionals	professional	NOUN
ger-135	84	18	to	to	PART
ger-135	84	19	fill	fill	VERB
ger-135	84	20	the	the	DET
ger-135	84	21	need	need	NOUN
ger-135	84	22	for	for	ADP
ger-135	84	23	engineers	engineer	NOUN
ger-135	84	24	and	and	CCONJ
ger-135	84	25	other	other	ADJ
ger-135	84	26	technical	technical	ADJ
ger-135	84	27	jobs	job	NOUN
ger-135	84	28	(	(	PUNCT
ger-135	84	29	johnson	johnson	PROPN
ger-135	84	30	,	,	PUNCT
ger-135	84	31	2013	2013	NUM
ger-135	84	32	)	)	PUNCT
ger-135	84	33	.	.	PUNCT
ger-135	85	1	in	in	ADP
ger-135	85	2	india	india	PROPN
ger-135	85	3	,	,	PUNCT
ger-135	85	4	it	it	PRON
ger-135	85	5	has	have	AUX
ger-135	85	6	been	be	AUX
ger-135	85	7	found	find	VERB
ger-135	85	8	that	that	SCONJ
ger-135	85	9	although	although	SCONJ
ger-135	85	10	the	the	DET
ger-135	85	11	country	country	NOUN
ger-135	85	12	produces	produce	VERB
ger-135	85	13	the	the	DET
ger-135	85	14	most	most	ADJ
ger-135	85	15	engineers	engineer	NOUN
ger-135	85	16	worldwide	worldwide	ADV
ger-135	85	17	,	,	PUNCT
ger-135	85	18	“	"	PUNCT
ger-135	85	19	only	only	ADV
ger-135	85	20	25	25	NUM
ger-135	85	21	%	%	NOUN
ger-135	85	22	of	of	ADP
ger-135	85	23	them	they	PRON
ger-135	85	24	are	be	AUX
ger-135	85	25	readily	readily	ADV
ger-135	85	26	employable	employable	ADJ
ger-135	85	27	”	"	PUNCT
ger-135	85	28	(	(	PUNCT
ger-135	85	29	craig	craig	PROPN
ger-135	85	30	,	,	PUNCT
ger-135	85	31	thomas	thomas	PROPN
ger-135	85	32	,	,	PUNCT
ger-135	85	33	hou	hou	PROPN
ger-135	85	34	,	,	PUNCT
ger-135	85	35	and	and	CCONJ
ger-135	85	36	mathsur	mathsur	NOUN
ger-135	85	37	,	,	PUNCT
ger-135	85	38	2012	2012	NUM
ger-135	85	39	,	,	PUNCT
ger-135	85	40	p.	p.	NOUN
ger-135	85	41	2	2	NUM
ger-135	85	42	)	)	PUNCT
ger-135	85	43	.	.	PUNCT
ger-135	86	1	the	the	DET
ger-135	86	2	lack	lack	NOUN
ger-135	86	3	of	of	ADP
ger-135	86	4	employability	employability	NOUN
ger-135	86	5	is	be	AUX
ger-135	86	6	attributed	attribute	VERB
ger-135	86	7	to	to	ADP
ger-135	86	8	outdated	outdated	ADJ
ger-135	86	9	curriculum	curriculum	NOUN
ger-135	86	10	and	and	CCONJ
ger-135	86	11	dearth	dearth	NOUN
ger-135	86	12	of	of	ADP
ger-135	86	13	innovation	innovation	NOUN
ger-135	86	14	(	(	PUNCT
ger-135	86	15	nasscom	nasscom	NOUN
ger-135	86	16	,	,	PUNCT
ger-135	86	17	2013	2013	NUM
ger-135	86	18	)	)	PUNCT
ger-135	86	19	.	.	PUNCT
ger-135	87	1	the	the	DET
ger-135	87	2	same	same	ADJ
ger-135	87	3	report	report	NOUN
ger-135	87	4	notes	note	VERB
ger-135	87	5	that	that	SCONJ
ger-135	87	6	in	in	ADP
ger-135	87	7	the	the	DET
ger-135	87	8	united	united	ADJ
ger-135	87	9	kingdom	kingdom	PROPN
ger-135	87	10	,	,	PUNCT
ger-135	87	11	businesses	business	NOUN
ger-135	87	12	are	be	AUX
ger-135	87	13	struggling	struggle	VERB
ger-135	87	14	to	to	PART
ger-135	87	15	find	find	VERB
ger-135	87	16	employees	employee	NOUN
ger-135	87	17	with	with	ADP
ger-135	87	18	the	the	DET
ger-135	87	19	technical	technical	ADJ
ger-135	87	20	skills	skill	NOUN
ger-135	87	21	they	they	PRON
ger-135	87	22	need	need	VERB
ger-135	87	23	,	,	PUNCT
ger-135	87	24	and	and	CCONJ
ger-135	87	25	that	that	SCONJ
ger-135	87	26	there	there	PRON
ger-135	87	27	is	be	VERB
ger-135	87	28	a	a	DET
ger-135	87	29	“	"	PUNCT
ger-135	87	30	global	global	ADJ
ger-135	87	31	shortage	shortage	NOUN
ger-135	87	32	”	"	PUNCT
ger-135	87	33	of	of	ADP
ger-135	87	34	stem	stem	NOUN
ger-135	87	35	phds	phds	NOUN
ger-135	87	36	.	.	PUNCT
ger-135	88	1	on	on	ADP
ger-135	88	2	the	the	DET
ger-135	88	3	other	other	ADJ
ger-135	88	4	hand	hand	NOUN
ger-135	88	5	,	,	PUNCT
ger-135	88	6	others	other	NOUN
ger-135	88	7	suggest	suggest	VERB
ger-135	88	8	that	that	SCONJ
ger-135	88	9	the	the	DET
ger-135	88	10	lack	lack	NOUN
ger-135	88	11	of	of	ADP
ger-135	88	12	available	available	ADJ
ger-135	88	13	talent	talent	NOUN
ger-135	88	14	is	be	AUX
ger-135	88	15	an	an	DET
ger-135	88	16	exaggeration	exaggeration	NOUN
ger-135	88	17	.	.	PUNCT
ger-135	89	1	some	some	DET
ger-135	89	2	us	us	PROPN
ger-135	89	3	studies	study	NOUN
ger-135	89	4	find	find	VERB
ger-135	89	5	that	that	SCONJ
ger-135	89	6	the	the	DET
ger-135	89	7	number	number	NOUN
ger-135	89	8	of	of	ADP
ger-135	89	9	undergraduates	undergraduate	NOUN
ger-135	89	10	studying	study	VERB
ger-135	89	11	in	in	ADP
ger-135	89	12	stem	stem	NOUN
ger-135	89	13	fields	field	NOUN
ger-135	89	14	has	have	AUX
ger-135	89	15	actually	actually	ADV
ger-135	89	16	increased	increase	VERB
ger-135	89	17	,	,	PUNCT
ger-135	89	18	and	and	CCONJ
ger-135	89	19	that	that	SCONJ
ger-135	89	20	the	the	DET
ger-135	89	21	number	number	NOUN
ger-135	89	22	of	of	ADP
ger-135	89	23	stem	stem	NOUN
ger-135	89	24	majors	major	NOUN
ger-135	89	25	from	from	ADP
ger-135	89	26	underrepresented	underrepresented	ADJ
ger-135	89	27	groups	group	NOUN
ger-135	89	28	in	in	ADP
ger-135	89	29	the	the	DET
ger-135	89	30	united	united	PROPN
ger-135	89	31	states	states	PROPN
ger-135	89	32	,	,	PUNCT
ger-135	89	33	for	for	ADP
ger-135	89	34	example	example	NOUN
ger-135	89	35	,	,	PUNCT
ger-135	89	36	latinos	latinos	PROPN
ger-135	89	37	and	and	CCONJ
ger-135	89	38	african	african	ADJ
ger-135	89	39	americans	americans	PROPN
ger-135	89	40	,	,	PUNCT
ger-135	89	41	has	have	AUX
ger-135	89	42	increased	increase	VERB
ger-135	89	43	by	by	ADP
ger-135	89	44	more	more	ADJ
ger-135	89	45	than	than	ADP
ger-135	89	46	50	50	NUM
ger-135	89	47	%	%	NOUN
ger-135	89	48	(	(	PUNCT
ger-135	89	49	gonzalez	gonzalez	PROPN
ger-135	89	50	and	and	CCONJ
ger-135	89	51	kuenzi	kuenzi	PROPN
ger-135	89	52	,	,	PUNCT
ger-135	89	53	2012	2012	NUM
ger-135	89	54	)	)	PUNCT
ger-135	89	55	.	.	PUNCT
ger-135	90	1	other	other	ADJ
ger-135	90	2	studies	study	NOUN
ger-135	90	3	note	note	VERB
ger-135	90	4	surpluses	surplus	NOUN
ger-135	90	5	in	in	ADP
ger-135	90	6	some	some	DET
ger-135	90	7	stem	stem	NOUN
ger-135	90	8	fields	field	NOUN
ger-135	90	9	,	,	PUNCT
ger-135	90	10	and	and	CCONJ
ger-135	90	11	unemployment	unemployment	NOUN
ger-135	90	12	rates	rate	NOUN
ger-135	90	13	in	in	ADP
ger-135	90	14	highly	highly	ADV
ger-135	90	15	-	-	PUNCT
ger-135	90	16	touted	tout	VERB
ger-135	90	17	stem	stem	NOUN
ger-135	90	18	“	"	PUNCT
ger-135	90	19	shortage	shortage	NOUN
ger-135	90	20	areas	area	NOUN
ger-135	90	21	”	"	PUNCT
ger-135	90	22	that	that	PRON
ger-135	90	23	are	be	AUX
ger-135	90	24	similar	similar	ADJ
ger-135	90	25	to	to	ADP
ger-135	90	26	other	other	ADJ
ger-135	90	27	fields	field	NOUN
ger-135	90	28	(	(	PUNCT
ger-135	90	29	metcalf	metcalf	NOUN
ger-135	90	30	,	,	PUNCT
ger-135	90	31	2010	2010	NUM
ger-135	90	32	)	)	PUNCT
ger-135	90	33	.	.	PUNCT
ger-135	91	1	the	the	DET
ger-135	91	2	urban	urban	PROPN
ger-135	91	3	institute	institute	PROPN
ger-135	91	4	,	,	PUNCT
ger-135	91	5	a	a	DET
ger-135	91	6	usbased	usbased	ADJ
ger-135	91	7	non	non	ADJ
ger-135	91	8	-	-	ADJ
ger-135	91	9	partisan	partisan	ADJ
ger-135	91	10	research	research	NOUN
ger-135	91	11	group	group	NOUN
ger-135	91	12	composed	compose	VERB
ger-135	91	13	of	of	ADP
ger-135	91	14	ten	ten	NUM
ger-135	91	15	centers	center	NOUN
ger-135	91	16	,	,	PUNCT
ger-135	91	17	published	publish	VERB
ger-135	91	18	a	a	DET
ger-135	91	19	study	study	NOUN
ger-135	91	20	not	not	PART
ger-135	91	21	only	only	ADV
ger-135	91	22	disputing	dispute	VERB
ger-135	91	23	the	the	DET
ger-135	91	24	perception	perception	NOUN
ger-135	91	25	that	that	SCONJ
ger-135	91	26	american	american	PROPN
ger-135	91	27	college	college	PROPN
ger-135	91	28	students	student	NOUN
ger-135	91	29	are	be	AUX
ger-135	91	30	lagging	lag	VERB
ger-135	91	31	in	in	ADP
ger-135	91	32	mathematics	mathematic	NOUN
ger-135	91	33	and	and	CCONJ
ger-135	91	34	science	science	NOUN
ger-135	91	35	achievement	achievement	NOUN
ger-135	91	36	,	,	PUNCT
ger-135	91	37	but	but	CCONJ
ger-135	91	38	also	also	ADV
ger-135	91	39	concluded	conclude	VERB
ger-135	91	40	that	that	SCONJ
ger-135	91	41	colleges	college	NOUN
ger-135	91	42	graduate	graduate	VERB
ger-135	91	43	far	far	ADV
ger-135	91	44	more	more	ADJ
ger-135	91	45	scientists	scientist	NOUN
ger-135	91	46	and	and	CCONJ
ger-135	91	47	engineers	engineer	NOUN
ger-135	91	48	than	than	SCONJ
ger-135	91	49	are	be	AUX
ger-135	91	50	hired	hire	VERB
ger-135	91	51	each	each	DET
ger-135	91	52	year	year	NOUN
ger-135	91	53	(	(	PUNCT
ger-135	91	54	lowell	lowell	PROPN
ger-135	91	55	,	,	PUNCT
ger-135	91	56	2007	2007	NUM
ger-135	91	57	)	)	PUNCT
ger-135	91	58	.	.	PUNCT
ger-135	92	1	in	in	ADP
ger-135	92	2	china	china	PROPN
ger-135	92	3	,	,	PUNCT
ger-135	92	4	apple	apple	PROPN
ger-135	92	5	was	be	AUX
ger-135	92	6	able	able	ADJ
ger-135	92	7	to	to	PART
ger-135	92	8	find	find	VERB
ger-135	92	9	and	and	CCONJ
ger-135	92	10	employ	employ	VERB
ger-135	92	11	8,700	8,700	NUM
ger-135	92	12	industrial	industrial	ADJ
ger-135	92	13	engineers	engineer	NOUN
ger-135	92	14	in	in	ADP
ger-135	92	15	just	just	ADV
ger-135	92	16	15	15	NUM
ger-135	92	17	days	day	NOUN
ger-135	92	18	to	to	PART
ger-135	92	19	oversee	oversee	VERB
ger-135	92	20	iphone	iphone	NOUN
ger-135	92	21	manufacturing	manufacturing	NOUN
ger-135	92	22	in	in	ADP
ger-135	92	23	2007	2007	NUM
ger-135	92	24	(	(	PUNCT
ger-135	92	25	duhigg	duhigg	PROPN
ger-135	92	26	&	&	CCONJ
ger-135	92	27	bradsher	bradsher	NOUN
ger-135	92	28	,	,	PUNCT
ger-135	92	29	2012	2012	NUM
ger-135	92	30	)	)	PUNCT
ger-135	92	31	.	.	PUNCT
ger-135	93	1	the	the	DET
ger-135	93	2	volume	volume	NOUN
ger-135	93	3	and	and	CCONJ
ger-135	93	4	availability	availability	NOUN
ger-135	93	5	of	of	ADP
ger-135	93	6	that	that	DET
ger-135	93	7	number	number	NOUN
ger-135	93	8	of	of	ADP
ger-135	93	9	engineers	engineer	NOUN
ger-135	93	10	is	be	AUX
ger-135	93	11	astounding	astounding	ADJ
ger-135	93	12	.	.	PUNCT
ger-135	94	1	in	in	ADP
ger-135	94	2	our	our	PRON
ger-135	94	3	search	search	NOUN
ger-135	94	4	for	for	ADP
ger-135	94	5	international	international	ADJ
ger-135	94	6	research	research	NOUN
ger-135	94	7	or	or	CCONJ
ger-135	94	8	data	datum	NOUN
ger-135	94	9	on	on	ADP
ger-135	94	10	the	the	DET
ger-135	94	11	stem	stem	NOUN
ger-135	94	12	crisis	crisis	NOUN
ger-135	94	13	,	,	PUNCT
ger-135	94	14	we	we	PRON
ger-135	94	15	found	find	VERB
ger-135	94	16	a	a	DET
ger-135	94	17	number	number	NOUN
ger-135	94	18	of	of	ADP
ger-135	94	19	blogs	blog	NOUN
ger-135	94	20	and	and	CCONJ
ger-135	94	21	news	news	NOUN
ger-135	94	22	articles	article	NOUN
ger-135	94	23	making	make	VERB
ger-135	94	24	observations	observation	NOUN
ger-135	94	25	about	about	ADP
ger-135	94	26	the	the	DET
ger-135	94	27	supply	supply	NOUN
ger-135	94	28	of	of	ADP
ger-135	94	29	stem	stem	NOUN
ger-135	94	30	workers	worker	NOUN
ger-135	94	31	in	in	ADP
ger-135	94	32	a	a	DET
ger-135	94	33	number	number	NOUN
ger-135	94	34	of	of	ADP
ger-135	94	35	countries	country	NOUN
ger-135	94	36	.	.	PUNCT
ger-135	95	1	however	however	ADV
ger-135	95	2	,	,	PUNCT
ger-135	95	3	a	a	DET
ger-135	95	4	lack	lack	NOUN
ger-135	95	5	of	of	ADP
ger-135	95	6	policy	policy	NOUN
ger-135	95	7	documents	document	NOUN
ger-135	95	8	and	and	CCONJ
ger-135	95	9	peer	peer	NOUN
ger-135	95	10	-	-	PUNCT
ger-135	95	11	reviewed	review	VERB
ger-135	95	12	research	research	NOUN
ger-135	95	13	calls	call	VERB
ger-135	95	14	to	to	PART
ger-135	95	15	question	question	VERB
ger-135	95	16	the	the	DET
ger-135	95	17	existence	existence	NOUN
ger-135	95	18	of	of	ADP
ger-135	95	19	hard	hard	ADJ
ger-135	95	20	data	datum	NOUN
ger-135	95	21	to	to	PART
ger-135	95	22	justify	justify	VERB
ger-135	95	23	the	the	DET
ger-135	95	24	commentary	commentary	NOUN
ger-135	95	25	.	.	PUNCT
ger-135	96	1	understanding	understand	VERB
ger-135	96	2	how	how	SCONJ
ger-135	96	3	varied	varied	ADJ
ger-135	96	4	nations	nation	NOUN
ger-135	96	5	support	support	VERB
ger-135	96	6	the	the	DET
ger-135	96	7	development	development	NOUN
ger-135	96	8	of	of	ADP
ger-135	96	9	stem	stem	NOUN
ger-135	96	10	graduates	graduate	NOUN
ger-135	96	11	is	be	AUX
ger-135	96	12	important	important	ADJ
ger-135	96	13	for	for	ADP
ger-135	96	14	the	the	DET
ger-135	96	15	continued	continue	VERB
ger-135	96	16	development	development	NOUN
ger-135	96	17	of	of	ADP
ger-135	96	18	stem	stem	NOUN
ger-135	96	19	fields	field	NOUN
ger-135	96	20	.	.	PUNCT
ger-135	97	1	nahar	nahar	PROPN
ger-135	97	2	arshad	arshad	PROPN
ger-135	97	3	(	(	PUNCT
ger-135	97	4	p.	p.	NOUN
ger-135	97	5	53	53	NUM
ger-135	97	6	in	in	ADP
ger-135	97	7	this	this	DET
ger-135	97	8	issue	issue	NOUN
ger-135	97	9	)	)	PUNCT
ger-135	97	10	investigates	investigate	VERB
ger-135	97	11	the	the	DET
ger-135	97	12	level	level	NOUN
ger-135	97	13	of	of	ADP
ger-135	97	14	efficiency	efficiency	NOUN
ger-135	97	15	in	in	ADP
ger-135	97	16	the	the	DET
ger-135	97	17	use	use	NOUN
ger-135	97	18	of	of	ADP
ger-135	97	19	money	money	NOUN
ger-135	97	20	to	to	PART
ger-135	97	21	increase	increase	VERB
ger-135	97	22	student	student	NOUN
ger-135	97	23	achievement	achievement	NOUN
ger-135	97	24	in	in	ADP
ger-135	97	25	mathematics	mathematic	NOUN
ger-135	97	26	and	and	CCONJ
ger-135	97	27	science	science	NOUN
ger-135	97	28	in	in	ADP
ger-135	97	29	16	16	NUM
ger-135	97	30	non	non	ADJ
ger-135	97	31	-	-	ADJ
ger-135	97	32	western	western	ADJ
ger-135	97	33	countries	country	NOUN
ger-135	97	34	to	to	PART
ger-135	97	35	drive	drive	VERB
ger-135	97	36	work	work	NOUN
ger-135	97	37	-	-	PUNCT
ger-135	97	38	place	place	NOUN
ger-135	97	39	-	-	PUNCT
ger-135	97	40	ready	ready	ADJ
ger-135	97	41	graduates	graduate	NOUN
ger-135	97	42	.	.	PUNCT
ger-135	98	1	their	their	PRON
ger-135	98	2	study	study	NOUN
ger-135	98	3	helps	help	VERB
ger-135	98	4	us	we	PRON
ger-135	98	5	understand	understand	VERB
ger-135	98	6	how	how	SCONJ
ger-135	98	7	we	we	PRON
ger-135	98	8	define	define	VERB
ger-135	98	9	and	and	CCONJ
ger-135	98	10	analyze	analyze	VERB
ger-135	98	11	efficiency	efficiency	NOUN
ger-135	98	12	and	and	CCONJ
ger-135	98	13	productivity	productivity	NOUN
ger-135	98	14	in	in	ADP
ger-135	98	15	education	education	NOUN
ger-135	98	16	.	.	PUNCT
ger-135	99	1	stem	stem	NOUN
ger-135	99	2	skills	skill	NOUN
ger-135	99	3	are	be	AUX
ger-135	99	4	a	a	DET
ger-135	99	5	transferable	transferable	ADJ
ger-135	99	6	set	set	NOUN
ger-135	99	7	that	that	PRON
ger-135	99	8	are	be	AUX
ger-135	99	9	readily	readily	ADV
ger-135	99	10	useful	useful	ADJ
ger-135	99	11	to	to	ADP
ger-135	99	12	all	all	DET
ger-135	99	13	citizens	citizen	NOUN
ger-135	99	14	.	.	PUNCT
ger-135	100	1	while	while	SCONJ
ger-135	100	2	mathematical	mathematical	ADJ
ger-135	100	3	calculations	calculation	NOUN
ger-135	100	4	can	can	AUX
ger-135	100	5	help	help	VERB
ger-135	100	6	balance	balance	VERB
ger-135	100	7	a	a	DET
ger-135	100	8	budget	budget	NOUN
ger-135	100	9	or	or	CCONJ
ger-135	100	10	help	help	VERB
ger-135	100	11	us	we	PRON
ger-135	100	12	to	to	PART
ger-135	100	13	understand	understand	VERB
ger-135	100	14	discounts	discount	NOUN
ger-135	100	15	and	and	CCONJ
ger-135	100	16	charges	charge	NOUN
ger-135	100	17	,	,	PUNCT
ger-135	100	18	the	the	DET
ger-135	100	19	value	value	NOUN
ger-135	100	20	of	of	ADP
ger-135	100	21	logic	logic	NOUN
ger-135	100	22	and	and	CCONJ
ger-135	100	23	analytical	analytical	ADJ
ger-135	100	24	skills	skill	NOUN
ger-135	100	25	are	be	AUX
ger-135	100	26	even	even	ADV
ger-135	100	27	more	more	ADV
ger-135	100	28	valuable	valuable	ADJ
ger-135	100	29	for	for	ADP
ger-135	100	30	everyday	everyday	ADJ
ger-135	100	31	thinking	thinking	NOUN
ger-135	100	32	.	.	PUNCT
ger-135	101	1	understanding	understand	VERB
ger-135	101	2	the	the	DET
ger-135	101	3	nature	nature	NOUN
ger-135	101	4	of	of	ADP
ger-135	101	5	science	science	NOUN
ger-135	101	6	or	or	CCONJ
ger-135	101	7	the	the	DET
ger-135	101	8	engineering	engineering	NOUN
ger-135	101	9	design	design	NOUN
ger-135	101	10	process	process	NOUN
ger-135	101	11	can	can	AUX
ger-135	101	12	influence	influence	VERB
ger-135	101	13	how	how	SCONJ
ger-135	101	14	we	we	PRON
ger-135	101	15	think	think	VERB
ger-135	101	16	about	about	ADP
ger-135	101	17	the	the	DET
ger-135	101	18	world	world	NOUN
ger-135	101	19	around	around	ADP
ger-135	101	20	us	we	PRON
ger-135	101	21	and	and	CCONJ
ger-135	101	22	inform	inform	VERB
ger-135	101	23	personal	personal	ADJ
ger-135	101	24	decision	decision	NOUN
ger-135	101	25	-	-	PUNCT
ger-135	101	26	making	making	NOUN
ger-135	101	27	.	.	PUNCT
ger-135	102	1	effective	effective	ADJ
ger-135	102	2	communication	communication	NOUN
ger-135	102	3	,	,	PUNCT
ger-135	102	4	creative	creative	ADJ
ger-135	102	5	thinking	thinking	NOUN
ger-135	102	6	and	and	CCONJ
ger-135	102	7	problem	problem	NOUN
ger-135	102	8	solving	solving	NOUN
ger-135	102	9	are	be	AUX
ger-135	102	10	consistently	consistently	ADV
ger-135	102	11	hailed	hail	VERB
ger-135	102	12	by	by	ADP
ger-135	102	13	employers	employer	NOUN
ger-135	102	14	as	as	ADP
ger-135	102	15	the	the	DET
ger-135	102	16	most	most	ADV
ger-135	102	17	important	important	ADJ
ger-135	102	18	skills	skill	NOUN
ger-135	102	19	of	of	ADP
ger-135	102	20	their	their	PRON
ger-135	102	21	best	good	ADJ
ger-135	102	22	team	team	NOUN
ger-135	102	23	members	member	NOUN
ger-135	102	24	.	.	PUNCT
ger-135	103	1	stem	stem	NOUN
ger-135	103	2	educators	educator	NOUN
ger-135	103	3	must	must	AUX
ger-135	103	4	think	think	VERB
ger-135	103	5	further	far	ADV
ger-135	103	6	about	about	ADP
ger-135	103	7	building	build	VERB
ger-135	103	8	stem	stem	NOUN
ger-135	103	9	practices	practice	NOUN
ger-135	103	10	at	at	ADP
ger-135	103	11	all	all	DET
ger-135	103	12	levels	level	NOUN
ger-135	103	13	of	of	ADP
ger-135	103	14	education	education	NOUN
ger-135	103	15	in	in	ADP
ger-135	103	16	order	order	NOUN
ger-135	103	17	to	to	PART
ger-135	103	18	assure	assure	VERB
ger-135	103	19	achievement	achievement	NOUN
ger-135	103	20	in	in	ADP
ger-135	103	21	these	these	DET
ger-135	103	22	areas	area	NOUN
ger-135	103	23	and	and	CCONJ
ger-135	103	24	lifelong	lifelong	ADJ
ger-135	103	25	critical	critical	ADJ
ger-135	103	26	thinking	thinking	NOUN
ger-135	103	27	skills	skill	NOUN
ger-135	103	28	.	.	PUNCT
ger-135	104	1	for	for	ADP
ger-135	104	2	example	example	NOUN
ger-135	104	3	,	,	PUNCT
ger-135	104	4	tzohar	tzohar	PROPN
ger-135	104	5	-	-	PUNCT
ger-135	104	6	rozen	rozen	PROPN
ger-135	104	7	and	and	CCONJ
ger-135	104	8	kramarski	kramarski	PROPN
ger-135	104	9	(	(	PUNCT
ger-135	104	10	pp	pp	ADJ
ger-135	104	11	.	.	PUNCT
ger-135	105	1	76	76	NUM
ger-135	105	2	of	of	ADP
ger-135	105	3	this	this	DET
ger-135	105	4	issue	issue	NOUN
ger-135	105	5	)	)	PUNCT
ger-135	105	6	examine	examine	VERB
ger-135	105	7	the	the	DET
ger-135	105	8	social	social	ADJ
ger-135	105	9	and	and	CCONJ
ger-135	105	10	emotional	emotional	ADJ
ger-135	105	11	implications	implication	NOUN
ger-135	105	12	of	of	ADP
ger-135	105	13	learning	learn	VERB
ger-135	105	14	and	and	CCONJ
ger-135	105	15	understanding	understand	VERB
ger-135	105	16	mathematical	mathematical	ADJ
ger-135	105	17	problem	problem	NOUN
ger-135	105	18	solving	solving	NOUN
ger-135	105	19	.	.	PUNCT
ger-135	106	1	they	they	PRON
ger-135	106	2	address	address	VERB
ger-135	106	3	the	the	DET
ger-135	106	4	critical	critical	ADJ
ger-135	106	5	ages	age	NOUN
ger-135	106	6	for	for	ADP
ger-135	106	7	mathematical	mathematical	ADJ
ger-135	106	8	problem	problem	NOUN
ger-135	106	9	solving	solve	VERB
ger-135	106	10	skill	skill	NOUN
ger-135	106	11	development	development	NOUN
ger-135	106	12	and	and	CCONJ
ger-135	106	13	the	the	DET
ger-135	106	14	impact	impact	NOUN
ger-135	106	15	of	of	ADP
ger-135	106	16	attitude	attitude	NOUN
ger-135	106	17	and	and	CCONJ
ger-135	106	18	emotion	emotion	NOUN
ger-135	106	19	on	on	ADP
ger-135	106	20	mathematics	mathematic	NOUN
ger-135	106	21	achievement	achievement	NOUN
ger-135	106	22	.	.	PUNCT
ger-135	107	1	their	their	PRON
ger-135	107	2	study	study	NOUN
ger-135	107	3	asks	ask	VERB
ger-135	107	4	:	:	PUNCT
ger-135	107	5	what	what	PRON
ger-135	107	6	is	be	AUX
ger-135	107	7	the	the	DET
ger-135	107	8	distinction	distinction	NOUN
ger-135	107	9	between	between	ADP
ger-135	107	10	metacognitive	metacognitive	ADJ
ger-135	107	11	and	and	CCONJ
ger-135	107	12	motivational	motivational	ADJ
ger-135	107	13	-	-	PUNCT
ger-135	107	14	emotion	emotion	NOUN
ger-135	107	15	self	self	NOUN
ger-135	107	16	-	-	PUNCT
ger-135	107	17	regulatory	regulatory	ADJ
ger-135	107	18	processes	process	NOUN
ger-135	107	19	and	and	CCONJ
ger-135	107	20	what	what	PRON
ger-135	107	21	is	be	AUX
ger-135	107	22	the	the	DET
ger-135	107	23	impact	impact	NOUN
ger-135	107	24	of	of	ADP
ger-135	107	25	each	each	PRON
ger-135	107	26	on	on	ADP
ger-135	107	27	the	the	DET
ger-135	107	28	learning	learning	NOUN
ger-135	107	29	of	of	ADP
ger-135	107	30	mathematics	mathematic	NOUN
ger-135	107	31	at	at	ADP
ger-135	107	32	this	this	DET
ger-135	107	33	critical	critical	ADJ
ger-135	107	34	age	age	NOUN
ger-135	107	35	?	?	PUNCT
ger-135	108	1	4	4	NUM
ger-135	108	2	global	global	ADJ
ger-135	108	3	education	education	NOUN
ger-135	108	4	review	review	NOUN
ger-135	108	5	1(4	1(4	NUM
ger-135	108	6	)	)	PUNCT
ger-135	108	7	composition	composition	NOUN
ger-135	108	8	of	of	ADP
ger-135	108	9	the	the	DET
ger-135	108	10	stem	stem	NOUN
ger-135	108	11	fields	field	NOUN
ger-135	108	12	trends	trend	NOUN
ger-135	108	13	in	in	ADP
ger-135	108	14	mathematics	mathematic	NOUN
ger-135	108	15	and	and	CCONJ
ger-135	108	16	science	science	NOUN
ger-135	108	17	achievement	achievement	NOUN
ger-135	108	18	suggest	suggest	VERB
ger-135	108	19	that	that	SCONJ
ger-135	108	20	underperformance	underperformance	NOUN
ger-135	108	21	is	be	AUX
ger-135	108	22	disproportionate	disproportionate	ADJ
ger-135	108	23	in	in	ADP
ger-135	108	24	subpopulations	subpopulation	NOUN
ger-135	108	25	of	of	ADP
ger-135	108	26	students	student	NOUN
ger-135	108	27	,	,	PUNCT
ger-135	108	28	including	include	VERB
ger-135	108	29	students	student	NOUN
ger-135	108	30	with	with	ADP
ger-135	108	31	special	special	ADJ
ger-135	108	32	needs	need	NOUN
ger-135	108	33	,	,	PUNCT
ger-135	108	34	students	student	NOUN
ger-135	108	35	who	who	PRON
ger-135	108	36	are	be	AUX
ger-135	108	37	not	not	PART
ger-135	108	38	native	native	ADJ
ger-135	108	39	speakers	speaker	NOUN
ger-135	108	40	of	of	ADP
ger-135	108	41	the	the	DET
ger-135	108	42	dominant	dominant	ADJ
ger-135	108	43	language	language	NOUN
ger-135	108	44	,	,	PUNCT
ger-135	108	45	and	and	CCONJ
ger-135	108	46	non	non	ADJ
ger-135	108	47	-	-	ADJ
ger-135	108	48	white	white	ADJ
ger-135	108	49	students	student	NOUN
ger-135	108	50	.	.	PUNCT
ger-135	109	1	the	the	DET
ger-135	109	2	overrepresentation	overrepresentation	NOUN
ger-135	109	3	of	of	ADP
ger-135	109	4	white	white	ADJ
ger-135	109	5	males	male	NOUN
ger-135	109	6	in	in	ADP
ger-135	109	7	stem	stem	NOUN
ger-135	109	8	careers	career	NOUN
ger-135	109	9	illustrates	illustrate	VERB
ger-135	109	10	the	the	DET
ger-135	109	11	urgent	urgent	ADJ
ger-135	109	12	need	need	NOUN
ger-135	109	13	to	to	PART
ger-135	109	14	diversify	diversify	VERB
ger-135	109	15	the	the	DET
ger-135	109	16	workforce	workforce	NOUN
ger-135	109	17	(	(	PUNCT
ger-135	109	18	landivar	landivar	NOUN
ger-135	109	19	,	,	PUNCT
ger-135	109	20	2013	2013	NUM
ger-135	109	21	)	)	PUNCT
ger-135	109	22	.	.	PUNCT
ger-135	110	1	while	while	SCONJ
ger-135	110	2	the	the	DET
ger-135	110	3	subjects	subject	NOUN
ger-135	110	4	of	of	ADP
ger-135	110	5	mathematics	mathematic	NOUN
ger-135	110	6	and	and	CCONJ
ger-135	110	7	science	science	NOUN
ger-135	110	8	are	be	AUX
ger-135	110	9	readily	readily	ADV
ger-135	110	10	associated	associate	VERB
ger-135	110	11	with	with	ADP
ger-135	110	12	stem	stem	NOUN
ger-135	110	13	,	,	PUNCT
ger-135	110	14	designing	design	VERB
ger-135	110	15	solutions	solution	NOUN
ger-135	110	16	requires	require	VERB
ger-135	110	17	the	the	DET
ger-135	110	18	type	type	NOUN
ger-135	110	19	of	of	ADP
ger-135	110	20	creativity	creativity	NOUN
ger-135	110	21	that	that	PRON
ger-135	110	22	comes	come	VERB
ger-135	110	23	from	from	ADP
ger-135	110	24	diverse	diverse	ADJ
ger-135	110	25	perspectives	perspective	NOUN
ger-135	110	26	.	.	PUNCT
ger-135	111	1	there	there	PRON
ger-135	111	2	are	be	VERB
ger-135	111	3	initiatives	initiative	NOUN
ger-135	111	4	and	and	CCONJ
ger-135	111	5	grants	grant	NOUN
ger-135	111	6	focusing	focus	VERB
ger-135	111	7	on	on	ADP
ger-135	111	8	the	the	DET
ger-135	111	9	recruitment	recruitment	NOUN
ger-135	111	10	of	of	ADP
ger-135	111	11	minority	minority	NOUN
ger-135	111	12	groups	group	NOUN
ger-135	111	13	to	to	PART
ger-135	111	14	increase	increase	VERB
ger-135	111	15	exposure	exposure	NOUN
ger-135	111	16	and	and	CCONJ
ger-135	111	17	spark	spark	NOUN
ger-135	111	18	interest	interest	NOUN
ger-135	111	19	in	in	ADP
ger-135	111	20	stem	stem	NOUN
ger-135	111	21	,	,	PUNCT
ger-135	111	22	but	but	CCONJ
ger-135	111	23	as	as	SCONJ
ger-135	111	24	the	the	DET
ger-135	111	25	workforce	workforce	NOUN
ger-135	111	26	grows	grow	VERB
ger-135	111	27	increasingly	increasingly	ADV
ger-135	111	28	diverse	diverse	ADJ
ger-135	111	29	much	much	ADV
ger-135	111	30	more	more	ADJ
ger-135	111	31	support	support	NOUN
ger-135	111	32	is	be	AUX
ger-135	111	33	required	require	VERB
ger-135	111	34	to	to	PART
ger-135	111	35	ensure	ensure	VERB
ger-135	111	36	that	that	SCONJ
ger-135	111	37	those	those	PRON
ger-135	111	38	who	who	PRON
ger-135	111	39	may	may	AUX
ger-135	111	40	not	not	PART
ger-135	111	41	have	have	AUX
ger-135	111	42	been	be	AUX
ger-135	111	43	interested	interested	ADJ
ger-135	111	44	in	in	ADP
ger-135	111	45	stem	stem	NOUN
ger-135	111	46	are	be	AUX
ger-135	111	47	both	both	PRON
ger-135	111	48	exposed	expose	VERB
ger-135	111	49	and	and	CCONJ
ger-135	111	50	encouraged	encourage	VERB
ger-135	111	51	to	to	ADP
ger-135	111	52	major	major	ADJ
ger-135	111	53	and	and	CCONJ
ger-135	111	54	persevere	persevere	VERB
ger-135	111	55	in	in	ADP
ger-135	111	56	the	the	DET
ger-135	111	57	field	field	NOUN
ger-135	111	58	.	.	PUNCT
ger-135	112	1	two	two	NUM
ger-135	112	2	well	well	ADV
ger-135	112	3	-	-	PUNCT
ger-135	112	4	documented	document	VERB
ger-135	112	5	issues	issue	NOUN
ger-135	112	6	with	with	ADP
ger-135	112	7	women	woman	NOUN
ger-135	112	8	in	in	ADP
ger-135	112	9	science	science	NOUN
ger-135	112	10	are	be	AUX
ger-135	112	11	the	the	DET
ger-135	112	12	high	high	ADJ
ger-135	112	13	rates	rate	NOUN
ger-135	112	14	of	of	ADP
ger-135	112	15	attrition	attrition	NOUN
ger-135	112	16	,	,	PUNCT
ger-135	112	17	or	or	CCONJ
ger-135	112	18	“	"	PUNCT
ger-135	112	19	leaky	leaky	ADJ
ger-135	112	20	pipeline	pipeline	NOUN
ger-135	112	21	,	,	PUNCT
ger-135	112	22	”	"	PUNCT
ger-135	112	23	first	first	ADV
ger-135	112	24	in	in	ADP
ger-135	112	25	pursuing	pursue	VERB
ger-135	112	26	college	college	NOUN
ger-135	112	27	stem	stem	NOUN
ger-135	112	28	majors	major	NOUN
ger-135	112	29	and	and	CCONJ
ger-135	112	30	next	next	ADV
ger-135	112	31	in	in	ADP
ger-135	112	32	the	the	DET
ger-135	112	33	workforce	workforce	NOUN
ger-135	112	34	upon	upon	SCONJ
ger-135	112	35	the	the	DET
ger-135	112	36	childbearing	childbearing	NOUN
ger-135	112	37	years	year	NOUN
ger-135	112	38	(	(	PUNCT
ger-135	112	39	raymond	raymond	PROPN
ger-135	112	40	and	and	CCONJ
ger-135	112	41	brett	brett	PROPN
ger-135	112	42	,	,	PUNCT
ger-135	112	43	1995	1995	NUM
ger-135	112	44	;	;	PUNCT
ger-135	112	45	brainard	brainard	PROPN
ger-135	112	46	and	and	CCONJ
ger-135	112	47	carlin	carlin	PROPN
ger-135	112	48	,	,	PUNCT
ger-135	112	49	1997	1997	NUM
ger-135	112	50	;	;	PUNCT
ger-135	112	51	beasley	beasley	PROPN
ger-135	112	52	and	and	CCONJ
ger-135	112	53	fischer	fischer	PROPN
ger-135	112	54	,	,	PUNCT
ger-135	112	55	2012	2012	NUM
ger-135	112	56	)	)	PUNCT
ger-135	112	57	.	.	PUNCT
ger-135	113	1	advancements	advancement	NOUN
ger-135	113	2	in	in	ADP
ger-135	113	3	all	all	DET
ger-135	113	4	fields	field	NOUN
ger-135	113	5	would	would	AUX
ger-135	113	6	be	be	AUX
ger-135	113	7	bolstered	bolster	VERB
ger-135	113	8	by	by	ADP
ger-135	113	9	increased	increase	VERB
ger-135	113	10	participation	participation	NOUN
ger-135	113	11	from	from	ADP
ger-135	113	12	these	these	DET
ger-135	113	13	untapped	untapped	ADJ
ger-135	113	14	talent	talent	NOUN
ger-135	113	15	pools	pool	NOUN
ger-135	113	16	.	.	PUNCT
ger-135	114	1	ezella	ezella	PROPN
ger-135	114	2	mcpherson	mcpherson	PROPN
ger-135	114	3	’s	’s	PART
ger-135	114	4	article	article	NOUN
ger-135	114	5	(	(	PUNCT
ger-135	114	6	p.	p.	NOUN
ger-135	114	7	96	96	NUM
ger-135	114	8	in	in	ADP
ger-135	114	9	this	this	DET
ger-135	114	10	issue	issue	NOUN
ger-135	114	11	)	)	PUNCT
ger-135	114	12	illustrates	illustrate	VERB
ger-135	114	13	the	the	DET
ger-135	114	14	importance	importance	NOUN
ger-135	114	15	of	of	ADP
ger-135	114	16	early	early	ADJ
ger-135	114	17	experiences	experience	NOUN
ger-135	114	18	for	for	ADP
ger-135	114	19	developing	develop	VERB
ger-135	114	20	life	life	NOUN
ger-135	114	21	-	-	PUNCT
ger-135	114	22	long	long	ADJ
ger-135	114	23	stem	stem	NOUN
ger-135	114	24	learning	learning	NOUN
ger-135	114	25	in	in	ADP
ger-135	114	26	the	the	DET
ger-135	114	27	minority	minority	NOUN
ger-135	114	28	population	population	NOUN
ger-135	114	29	of	of	ADP
ger-135	114	30	africanamerican	africanamerican	ADJ
ger-135	114	31	women	woman	NOUN
ger-135	114	32	.	.	PUNCT
ger-135	115	1	these	these	DET
ger-135	115	2	experiences	experience	NOUN
ger-135	115	3	became	become	VERB
ger-135	115	4	sources	source	NOUN
ger-135	115	5	of	of	ADP
ger-135	115	6	cultural	cultural	ADJ
ger-135	115	7	capital	capital	NOUN
ger-135	115	8	,	,	PUNCT
ger-135	115	9	leading	lead	VERB
ger-135	115	10	to	to	ADP
ger-135	115	11	stem	stem	NOUN
ger-135	115	12	careers	career	NOUN
ger-135	115	13	.	.	PUNCT
ger-135	116	1	this	this	DET
ger-135	116	2	research	research	NOUN
ger-135	116	3	indicates	indicate	VERB
ger-135	116	4	how	how	SCONJ
ger-135	116	5	diverse	diverse	ADJ
ger-135	116	6	perspectives	perspective	NOUN
ger-135	116	7	may	may	AUX
ger-135	116	8	provide	provide	VERB
ger-135	116	9	clues	clue	NOUN
ger-135	116	10	for	for	ADP
ger-135	116	11	minority	minority	NOUN
ger-135	116	12	groups	group	NOUN
ger-135	116	13	’	'	PUNCT
ger-135	116	14	and	and	CCONJ
ger-135	116	15	women	woman	NOUN
ger-135	116	16	’s	’s	PART
ger-135	116	17	retention	retention	NOUN
ger-135	116	18	and	and	CCONJ
ger-135	116	19	persistence	persistence	NOUN
ger-135	116	20	in	in	ADP
ger-135	116	21	the	the	DET
ger-135	116	22	stem	stem	NOUN
ger-135	116	23	fields	field	NOUN
ger-135	116	24	.	.	PUNCT
ger-135	117	1	in	in	ADP
ger-135	117	2	discussions	discussion	NOUN
ger-135	117	3	of	of	ADP
ger-135	117	4	stem	stem	NOUN
ger-135	117	5	education	education	NOUN
ger-135	117	6	,	,	PUNCT
ger-135	117	7	language	language	NOUN
ger-135	117	8	is	be	AUX
ger-135	117	9	often	often	ADV
ger-135	117	10	overlooked	overlook	VERB
ger-135	117	11	as	as	ADP
ger-135	117	12	a	a	DET
ger-135	117	13	barrier	barrier	NOUN
ger-135	117	14	;	;	PUNCT
ger-135	117	15	nonnative	nonnative	ADJ
ger-135	117	16	speakers	speaker	NOUN
ger-135	117	17	of	of	ADP
ger-135	117	18	the	the	DET
ger-135	117	19	dominant	dominant	ADJ
ger-135	117	20	language	language	NOUN
ger-135	117	21	,	,	PUNCT
ger-135	117	22	in	in	ADP
ger-135	117	23	any	any	DET
ger-135	117	24	country	country	NOUN
ger-135	117	25	(	(	PUNCT
ger-135	117	26	ball	ball	NOUN
ger-135	117	27	,	,	PUNCT
ger-135	117	28	2010	2010	NUM
ger-135	117	29	)	)	PUNCT
ger-135	117	30	are	be	AUX
ger-135	117	31	often	often	ADV
ger-135	117	32	underserved	underserved	ADJ
ger-135	117	33	.	.	PUNCT
ger-135	118	1	for	for	ADP
ger-135	118	2	instance	instance	NOUN
ger-135	118	3	,	,	PUNCT
ger-135	118	4	a	a	DET
ger-135	118	5	study	study	NOUN
ger-135	118	6	in	in	ADP
ger-135	118	7	the	the	DET
ger-135	118	8	netherlands	netherlands	PROPN
ger-135	118	9	found	find	VERB
ger-135	118	10	that	that	SCONJ
ger-135	118	11	turkish	turkish	ADJ
ger-135	118	12	-	-	PUNCT
ger-135	118	13	dutch	dutch	ADJ
ger-135	118	14	and	and	CCONJ
ger-135	118	15	moroccan	moroccan	ADJ
ger-135	118	16	-	-	PUNCT
ger-135	118	17	dutch	dutch	ADJ
ger-135	118	18	students	student	NOUN
ger-135	118	19	fall	fall	VERB
ger-135	118	20	behind	behind	ADP
ger-135	118	21	their	their	PRON
ger-135	118	22	monolingual	monolingual	ADJ
ger-135	118	23	dutch	dutch	PROPN
ger-135	118	24	peers	peer	NOUN
ger-135	118	25	,	,	PUNCT
ger-135	118	26	beginning	begin	VERB
ger-135	118	27	in	in	ADP
ger-135	118	28	preschool	preschool	NOUN
ger-135	118	29	and	and	CCONJ
ger-135	118	30	persisting	persist	VERB
ger-135	118	31	into	into	ADP
ger-135	118	32	primary	primary	ADJ
ger-135	118	33	school	school	NOUN
ger-135	118	34	and	and	CCONJ
ger-135	118	35	beyond	beyond	ADP
ger-135	118	36	(	(	PUNCT
ger-135	118	37	scheele	scheele	PROPN
ger-135	118	38	,	,	PUNCT
ger-135	118	39	leseman	leseman	ADJ
ger-135	118	40	,	,	PUNCT
ger-135	118	41	and	and	CCONJ
ger-135	118	42	mayo	mayo	NOUN
ger-135	118	43	,	,	PUNCT
ger-135	118	44	2010	2010	NUM
ger-135	118	45	)	)	PUNCT
ger-135	118	46	.	.	PUNCT
ger-135	119	1	in	in	ADP
ger-135	119	2	the	the	DET
ger-135	119	3	united	united	PROPN
ger-135	119	4	states	states	PROPN
ger-135	119	5	,	,	PUNCT
ger-135	119	6	latino	latino	ADJ
ger-135	119	7	students	student	NOUN
ger-135	119	8	who	who	PRON
ger-135	119	9	are	be	AUX
ger-135	119	10	native	native	ADJ
ger-135	119	11	spanish	spanish	ADJ
ger-135	119	12	speakers	speaker	NOUN
ger-135	119	13	do	do	AUX
ger-135	119	14	not	not	PART
ger-135	119	15	pursue	pursue	VERB
ger-135	119	16	and	and	CCONJ
ger-135	119	17	persist	persist	VERB
ger-135	119	18	in	in	ADP
ger-135	119	19	stem	stem	NOUN
ger-135	119	20	careers	career	NOUN
ger-135	119	21	at	at	ADP
ger-135	119	22	the	the	DET
ger-135	119	23	same	same	ADJ
ger-135	119	24	rates	rate	NOUN
ger-135	119	25	as	as	SCONJ
ger-135	119	26	their	their	PRON
ger-135	119	27	white	white	ADJ
ger-135	119	28	peers	peer	NOUN
ger-135	119	29	(	(	PUNCT
ger-135	119	30	anderson	anderson	PROPN
ger-135	119	31	and	and	CCONJ
ger-135	119	32	kim	kim	PROPN
ger-135	119	33	,	,	PUNCT
ger-135	119	34	2006	2006	NUM
ger-135	119	35	;)	;)	PUNCT
ger-135	119	36	wills	will	NOUN
ger-135	119	37	,	,	PUNCT
ger-135	119	38	reuter	reuter	PROPN
ger-135	119	39	,	,	PUNCT
ger-135	119	40	gudie	gudie	NOUN
ger-135	119	41	,	,	PUNCT
ger-135	119	42	hessert	hessert	NOUN
ger-135	119	43	,	,	PUNCT
ger-135	119	44	and	and	CCONJ
ger-135	119	45	sewall	sewall	PROPN
ger-135	119	46	’s	’s	PART
ger-135	119	47	article	article	NOUN
ger-135	119	48	(	(	PUNCT
ger-135	119	49	p.	p.	NOUN
ger-135	119	50	114	114	NUM
ger-135	119	51	of	of	ADP
ger-135	119	52	this	this	DET
ger-135	119	53	issue	issue	NOUN
ger-135	119	54	)	)	PUNCT
ger-135	119	55	seeks	seek	VERB
ger-135	119	56	to	to	PART
ger-135	119	57	understand	understand	VERB
ger-135	119	58	how	how	SCONJ
ger-135	119	59	disparities	disparity	NOUN
ger-135	119	60	in	in	ADP
ger-135	119	61	achievement	achievement	NOUN
ger-135	119	62	manifest	manifest	NOUN
ger-135	119	63	in	in	ADP
ger-135	119	64	madagascar	madagascar	NOUN
ger-135	119	65	.	.	PUNCT
ger-135	120	1	they	they	PRON
ger-135	120	2	present	present	VERB
ger-135	120	3	a	a	DET
ger-135	120	4	case	case	NOUN
ger-135	120	5	study	study	NOUN
ger-135	120	6	that	that	PRON
ger-135	120	7	documents	document	VERB
ger-135	120	8	the	the	DET
ger-135	120	9	barriers	barrier	NOUN
ger-135	120	10	to	to	PART
ger-135	120	11	student	student	NOUN
ger-135	120	12	success	success	NOUN
ger-135	120	13	in	in	ADP
ger-135	120	14	mathematics	mathematic	NOUN
ger-135	120	15	and	and	CCONJ
ger-135	120	16	science	science	NOUN
ger-135	120	17	in	in	ADP
ger-135	120	18	developing	develop	VERB
ger-135	120	19	countries	country	NOUN
ger-135	120	20	and	and	CCONJ
ger-135	120	21	how	how	SCONJ
ger-135	120	22	language	language	NOUN
ger-135	120	23	becomes	become	VERB
ger-135	120	24	a	a	DET
ger-135	120	25	factor	factor	NOUN
ger-135	120	26	in	in	ADP
ger-135	120	27	mathematics	mathematics	PROPN
ger-135	120	28	and	and	CCONJ
ger-135	120	29	science	science	NOUN
ger-135	120	30	achievement	achievement	NOUN
ger-135	120	31	in	in	ADP
ger-135	120	32	a	a	DET
ger-135	120	33	multilingual	multilingual	ADJ
ger-135	120	34	community	community	NOUN
ger-135	120	35	.	.	PUNCT
ger-135	121	1	knowing	know	VERB
ger-135	121	2	that	that	SCONJ
ger-135	121	3	outside	outside	ADJ
ger-135	121	4	factors	factor	NOUN
ger-135	121	5	influence	influence	VERB
ger-135	121	6	the	the	DET
ger-135	121	7	priorities	priority	NOUN
ger-135	121	8	of	of	ADP
ger-135	121	9	the	the	DET
ger-135	121	10	educational	educational	ADJ
ger-135	121	11	system	system	NOUN
ger-135	121	12	,	,	PUNCT
ger-135	121	13	their	their	PRON
ger-135	121	14	work	work	NOUN
ger-135	121	15	takes	take	VERB
ger-135	121	16	into	into	ADP
ger-135	121	17	account	account	NOUN
ger-135	121	18	the	the	DET
ger-135	121	19	impact	impact	NOUN
ger-135	121	20	of	of	ADP
ger-135	121	21	the	the	DET
ger-135	121	22	political	political	ADJ
ger-135	121	23	climate	climate	NOUN
ger-135	121	24	and	and	CCONJ
ger-135	121	25	structure	structure	NOUN
ger-135	121	26	on	on	ADP
ger-135	121	27	mathematics	mathematic	NOUN
ger-135	121	28	and	and	CCONJ
ger-135	121	29	science	science	NOUN
ger-135	121	30	achievement	achievement	NOUN
ger-135	121	31	.	.	PUNCT
ger-135	122	1	naslund	naslund	PROPN
ger-135	122	2	-	-	PUNCT
ger-135	122	3	hadley	hadley	PROPN
ger-135	122	4	,	,	PUNCT
ger-135	122	5	parker	parker	PROPN
ger-135	122	6	,	,	PUNCT
ger-135	122	7	and	and	CCONJ
ger-135	122	8	hernandez	hernandez	PROPN
ger-135	122	9	-	-	PUNCT
ger-135	122	10	agramonte	agramonte	PROPN
ger-135	122	11	(	(	PUNCT
ger-135	122	12	p.	p.	NOUN
ger-135	122	13	135	135	NUM
ger-135	122	14	of	of	ADP
ger-135	122	15	this	this	DET
ger-135	122	16	issue	issue	NOUN
ger-135	122	17	)	)	PUNCT
ger-135	122	18	explore	explore	VERB
ger-135	122	19	how	how	SCONJ
ger-135	122	20	a	a	DET
ger-135	122	21	mathematics	mathematics	NOUN
ger-135	122	22	intervention	intervention	NOUN
ger-135	122	23	in	in	ADP
ger-135	122	24	paraguay	paraguay	NOUN
ger-135	122	25	may	may	AUX
ger-135	122	26	help	help	VERB
ger-135	122	27	ameliorate	ameliorate	VERB
ger-135	122	28	the	the	DET
ger-135	122	29	divide	divide	NOUN
ger-135	122	30	between	between	ADP
ger-135	122	31	classes	class	NOUN
ger-135	122	32	and	and	CCONJ
ger-135	122	33	the	the	DET
ger-135	122	34	different	different	ADJ
ger-135	122	35	languages	language	NOUN
ger-135	122	36	spoken	speak	VERB
ger-135	122	37	in	in	ADP
ger-135	122	38	the	the	DET
ger-135	122	39	same	same	ADJ
ger-135	122	40	region	region	NOUN
ger-135	122	41	.	.	PUNCT
ger-135	123	1	they	they	PRON
ger-135	123	2	note	note	VERB
ger-135	123	3	the	the	DET
ger-135	123	4	importance	importance	NOUN
ger-135	123	5	of	of	ADP
ger-135	123	6	fostering	foster	VERB
ger-135	123	7	pre	pre	ADJ
ger-135	123	8	-	-	ADJ
ger-135	123	9	mathematics	mathematics	ADJ
ger-135	123	10	skills	skill	NOUN
ger-135	123	11	in	in	ADP
ger-135	123	12	preschoolers	preschooler	NOUN
ger-135	123	13	,	,	PUNCT
ger-135	123	14	as	as	SCONJ
ger-135	123	15	studies	study	NOUN
ger-135	123	16	show	show	VERB
ger-135	123	17	that	that	SCONJ
ger-135	123	18	students	student	NOUN
ger-135	123	19	from	from	ADP
ger-135	123	20	lower	low	ADJ
ger-135	123	21	socioeconomic	socioeconomic	ADJ
ger-135	123	22	backgrounds	background	NOUN
ger-135	123	23	that	that	PRON
ger-135	123	24	do	do	AUX
ger-135	123	25	not	not	PART
ger-135	123	26	build	build	VERB
ger-135	123	27	these	these	DET
ger-135	123	28	skills	skill	NOUN
ger-135	123	29	often	often	ADV
ger-135	123	30	struggle	struggle	VERB
ger-135	123	31	in	in	ADP
ger-135	123	32	mathematics	mathematic	NOUN
ger-135	123	33	later	later	ADV
ger-135	123	34	in	in	ADP
ger-135	123	35	their	their	PRON
ger-135	123	36	educational	educational	ADJ
ger-135	123	37	careers	career	NOUN
ger-135	123	38	.	.	PUNCT
ger-135	124	1	this	this	DET
ger-135	124	2	pilot	pilot	NOUN
ger-135	124	3	study	study	NOUN
ger-135	124	4	shows	show	VERB
ger-135	124	5	promise	promise	NOUN
ger-135	124	6	for	for	ADP
ger-135	124	7	educating	educate	VERB
ger-135	124	8	young	young	ADJ
ger-135	124	9	children	child	NOUN
ger-135	124	10	in	in	ADP
ger-135	124	11	bilingual	bilingual	ADJ
ger-135	124	12	settings	setting	NOUN
ger-135	124	13	using	use	VERB
ger-135	124	14	audio	audio	ADJ
ger-135	124	15	and	and	CCONJ
ger-135	124	16	arts	art	NOUN
ger-135	124	17	-	-	PUNCT
ger-135	124	18	based	base	VERB
ger-135	124	19	lessons	lesson	NOUN
ger-135	124	20	in	in	ADP
ger-135	124	21	two	two	NUM
ger-135	124	22	languages	language	NOUN
ger-135	124	23	to	to	PART
ger-135	124	24	engage	engage	VERB
ger-135	124	25	these	these	DET
ger-135	124	26	early	early	ADJ
ger-135	124	27	learners	learner	NOUN
ger-135	124	28	in	in	ADP
ger-135	124	29	mathematics	mathematic	NOUN
ger-135	124	30	.	.	PUNCT
ger-135	125	1	teachers	teacher	NOUN
ger-135	125	2	around	around	ADP
ger-135	125	3	the	the	DET
ger-135	125	4	globe	globe	NOUN
ger-135	125	5	struggle	struggle	NOUN
ger-135	125	6	to	to	PART
ger-135	125	7	meet	meet	VERB
ger-135	125	8	the	the	DET
ger-135	125	9	needs	need	NOUN
ger-135	125	10	of	of	ADP
ger-135	125	11	their	their	PRON
ger-135	125	12	students	student	NOUN
ger-135	125	13	who	who	PRON
ger-135	125	14	represent	represent	VERB
ger-135	125	15	different	different	ADJ
ger-135	125	16	cultures	culture	NOUN
ger-135	125	17	and	and	CCONJ
ger-135	125	18	to	to	PART
ger-135	125	19	contextualize	contextualize	VERB
ger-135	125	20	stem	stem	NOUN
ger-135	125	21	learning	learning	NOUN
ger-135	125	22	for	for	ADP
ger-135	125	23	these	these	DET
ger-135	125	24	students	student	NOUN
ger-135	125	25	,	,	PUNCT
ger-135	125	26	while	while	SCONJ
ger-135	125	27	studies	study	NOUN
ger-135	125	28	indicate	indicate	VERB
ger-135	125	29	that	that	SCONJ
ger-135	125	30	using	use	VERB
ger-135	125	31	students	student	NOUN
ger-135	125	32	’	’	PART
ger-135	125	33	home	home	NOUN
ger-135	125	34	language	language	NOUN
ger-135	125	35	might	might	AUX
ger-135	125	36	result	result	VERB
ger-135	125	37	in	in	ADP
ger-135	125	38	a	a	DET
ger-135	125	39	richer	rich	ADJ
ger-135	125	40	understanding	understanding	NOUN
ger-135	125	41	of	of	ADP
ger-135	125	42	stem	stem	NOUN
ger-135	125	43	concepts	concept	NOUN
ger-135	125	44	(	(	PUNCT
ger-135	125	45	e.g.	e.g.	ADV
ger-135	125	46	,	,	PUNCT
ger-135	125	47	clarkson	clarkson	PROPN
ger-135	125	48	,	,	PUNCT
ger-135	125	49	what	what	PRON
ger-135	125	50	is	be	AUX
ger-135	125	51	stem	stem	NOUN
ger-135	125	52	education	education	NOUN
ger-135	125	53	?	?	PUNCT
ger-135	126	1	5	5	NUM
ger-135	126	2	1992	1992	NUM
ger-135	126	3	;	;	PUNCT
ger-135	126	4	setati	setati	PROPN
ger-135	126	5	,	,	PUNCT
ger-135	126	6	2008	2008	NUM
ger-135	126	7	;	;	PUNCT
ger-135	126	8	ball	ball	NOUN
ger-135	126	9	,	,	PUNCT
ger-135	126	10	2010	2010	NUM
ger-135	126	11	;	;	PUNCT
ger-135	126	12	ewing	ewing	PROPN
ger-135	126	13	,	,	PUNCT
ger-135	126	14	cooper	cooper	PROPN
ger-135	126	15	,	,	PUNCT
ger-135	126	16	baturo	baturo	PROPN
ger-135	126	17	,	,	PUNCT
ger-135	126	18	sun	sun	NOUN
ger-135	126	19	,	,	PUNCT
ger-135	126	20	and	and	CCONJ
ger-135	126	21	matthews	matthew	NOUN
ger-135	126	22	,	,	PUNCT
ger-135	126	23	2011	2011	NUM
ger-135	126	24	)	)	PUNCT
ger-135	126	25	.	.	PUNCT
ger-135	127	1	in	in	ADP
ger-135	127	2	the	the	DET
ger-135	127	3	united	united	PROPN
ger-135	127	4	states	states	PROPN
ger-135	127	5	,	,	PUNCT
ger-135	127	6	the	the	DET
ger-135	127	7	department	department	NOUN
ger-135	127	8	of	of	ADP
ger-135	127	9	education	education	PROPN
ger-135	127	10	(	(	PUNCT
ger-135	127	11	2000	2000	NUM
ger-135	127	12	)	)	PUNCT
ger-135	127	13	found	find	VERB
ger-135	127	14	that	that	SCONJ
ger-135	127	15	only	only	ADV
ger-135	127	16	27	27	NUM
ger-135	127	17	%	%	NOUN
ger-135	127	18	of	of	ADP
ger-135	127	19	teachers	teacher	NOUN
ger-135	127	20	felt	feel	VERB
ger-135	127	21	“	"	PUNCT
ger-135	127	22	very	very	ADV
ger-135	127	23	well	well	ADV
ger-135	127	24	prepared	prepare	VERB
ger-135	127	25	”	"	PUNCT
ger-135	127	26	to	to	PART
ger-135	127	27	meet	meet	VERB
ger-135	127	28	the	the	DET
ger-135	127	29	needs	need	NOUN
ger-135	127	30	of	of	ADP
ger-135	127	31	students	student	NOUN
ger-135	127	32	with	with	ADP
ger-135	127	33	limited	limited	ADJ
ger-135	127	34	english	english	ADJ
ger-135	127	35	proficiency	proficiency	NOUN
ger-135	127	36	.	.	PUNCT
ger-135	128	1	dellacarpini	dellacarpini	VERB
ger-135	128	2	and	and	CCONJ
ger-135	128	3	alonso	alonso	PROPN
ger-135	128	4	(	(	PUNCT
ger-135	128	5	p.	p.	NOUN
ger-135	128	6	155	155	NUM
ger-135	128	7	of	of	ADP
ger-135	128	8	this	this	DET
ger-135	128	9	issue	issue	NOUN
ger-135	128	10	)	)	PUNCT
ger-135	128	11	seek	seek	VERB
ger-135	128	12	to	to	PART
ger-135	128	13	understand	understand	VERB
ger-135	128	14	how	how	SCONJ
ger-135	128	15	the	the	DET
ger-135	128	16	preparation	preparation	NOUN
ger-135	128	17	of	of	ADP
ger-135	128	18	teachers	teacher	NOUN
ger-135	128	19	of	of	ADP
ger-135	128	20	english	english	PROPN
ger-135	128	21	language	language	NOUN
ger-135	128	22	learners	learner	NOUN
ger-135	128	23	(	(	PUNCT
ger-135	128	24	ells	ell	NOUN
ger-135	128	25	)	)	PUNCT
ger-135	128	26	impacts	impact	VERB
ger-135	128	27	the	the	DET
ger-135	128	28	achievement	achievement	NOUN
ger-135	128	29	gap	gap	NOUN
ger-135	128	30	of	of	ADP
ger-135	128	31	bilingual	bilingual	ADJ
ger-135	128	32	students	student	NOUN
ger-135	128	33	and	and	CCONJ
ger-135	128	34	monolingual	monolingual	ADJ
ger-135	128	35	students	student	NOUN
ger-135	128	36	who	who	PRON
ger-135	128	37	speak	speak	VERB
ger-135	128	38	the	the	DET
ger-135	128	39	dominant	dominant	ADJ
ger-135	128	40	language	language	NOUN
ger-135	128	41	.	.	PUNCT
ger-135	129	1	they	they	PRON
ger-135	129	2	investigate	investigate	VERB
ger-135	129	3	how	how	SCONJ
ger-135	129	4	teachers	teacher	NOUN
ger-135	129	5	are	be	AUX
ger-135	129	6	prepared	prepared	ADJ
ger-135	129	7	to	to	PART
ger-135	129	8	support	support	VERB
ger-135	129	9	ells	ell	NOUN
ger-135	129	10	in	in	ADP
ger-135	129	11	the	the	DET
ger-135	129	12	united	united	PROPN
ger-135	129	13	states	states	PROPN
ger-135	129	14	and	and	CCONJ
ger-135	129	15	how	how	SCONJ
ger-135	129	16	we	we	PRON
ger-135	129	17	can	can	AUX
ger-135	129	18	prepare	prepare	VERB
ger-135	129	19	secondary	secondary	ADJ
ger-135	129	20	mathematics	mathematic	NOUN
ger-135	129	21	and	and	CCONJ
ger-135	129	22	science	science	NOUN
ger-135	129	23	teachers	teacher	NOUN
ger-135	129	24	to	to	PART
ger-135	129	25	more	more	ADV
ger-135	129	26	effectively	effectively	ADV
ger-135	129	27	teach	teach	VERB
ger-135	129	28	these	these	DET
ger-135	129	29	students	student	NOUN
ger-135	129	30	.	.	PUNCT
ger-135	130	1	this	this	DET
ger-135	130	2	study	study	NOUN
ger-135	130	3	outlines	outline	VERB
ger-135	130	4	which	which	DET
ger-135	130	5	methods	method	NOUN
ger-135	130	6	are	be	AUX
ger-135	130	7	most	most	ADV
ger-135	130	8	successfully	successfully	ADV
ger-135	130	9	integrating	integrate	VERB
ger-135	130	10	content	content	NOUN
ger-135	130	11	and	and	CCONJ
ger-135	130	12	language	language	NOUN
ger-135	130	13	in	in	ADP
ger-135	130	14	mathematics	mathematic	NOUN
ger-135	130	15	and	and	CCONJ
ger-135	130	16	science	science	NOUN
ger-135	130	17	classes	class	NOUN
ger-135	130	18	.	.	PUNCT
ger-135	131	1	stem	stem	NOUN
ger-135	131	2	:	:	PUNCT
ger-135	131	3	global	global	ADJ
ger-135	131	4	issues	issue	NOUN
ger-135	131	5	and	and	CCONJ
ger-135	131	6	regional	regional	ADJ
ger-135	131	7	perspectives	perspective	NOUN
ger-135	131	8	through	through	ADP
ger-135	131	9	this	this	DET
ger-135	131	10	special	special	ADJ
ger-135	131	11	themed	theme	VERB
ger-135	131	12	issue	issue	NOUN
ger-135	131	13	of	of	ADP
ger-135	131	14	global	global	ADJ
ger-135	131	15	education	education	PROPN
ger-135	131	16	review	review	NOUN
ger-135	131	17	,	,	PUNCT
ger-135	131	18	we	we	PRON
ger-135	131	19	sought	seek	VERB
ger-135	131	20	to	to	PART
ger-135	131	21	bring	bring	VERB
ger-135	131	22	varied	varied	ADJ
ger-135	131	23	voices	voice	NOUN
ger-135	131	24	to	to	ADP
ger-135	131	25	the	the	DET
ger-135	131	26	forefront	forefront	NOUN
ger-135	131	27	,	,	PUNCT
ger-135	131	28	highlighting	highlight	VERB
ger-135	131	29	issues	issue	NOUN
ger-135	131	30	in	in	ADP
ger-135	131	31	the	the	DET
ger-135	131	32	four	four	NUM
ger-135	131	33	disciplines	discipline	NOUN
ger-135	131	34	of	of	ADP
ger-135	131	35	stem	stem	NOUN
ger-135	131	36	,	,	PUNCT
ger-135	131	37	as	as	SCONJ
ger-135	131	38	they	they	PRON
ger-135	131	39	affect	affect	VERB
ger-135	131	40	different	different	ADJ
ger-135	131	41	nations	nation	NOUN
ger-135	131	42	around	around	ADP
ger-135	131	43	the	the	DET
ger-135	131	44	world	world	NOUN
ger-135	131	45	.	.	PUNCT
ger-135	132	1	all	all	PRON
ger-135	132	2	of	of	ADP
ger-135	132	3	the	the	DET
ger-135	132	4	studies	study	NOUN
ger-135	132	5	in	in	ADP
ger-135	132	6	this	this	DET
ger-135	132	7	volume	volume	NOUN
ger-135	132	8	have	have	VERB
ger-135	132	9	a	a	DET
ger-135	132	10	common	common	ADJ
ger-135	132	11	thread	thread	NOUN
ger-135	132	12	of	of	ADP
ger-135	132	13	examining	examine	VERB
ger-135	132	14	how	how	SCONJ
ger-135	132	15	stem	stem	NOUN
ger-135	132	16	education	education	NOUN
ger-135	132	17	may	may	AUX
ger-135	132	18	be	be	AUX
ger-135	132	19	developed	develop	VERB
ger-135	132	20	to	to	PART
ger-135	132	21	be	be	AUX
ger-135	132	22	accessible	accessible	ADJ
ger-135	132	23	and	and	CCONJ
ger-135	132	24	appropriate	appropriate	ADJ
ger-135	132	25	for	for	ADP
ger-135	132	26	all	all	DET
ger-135	132	27	learners	learner	NOUN
ger-135	132	28	,	,	PUNCT
ger-135	132	29	worldwide	worldwide	ADV
ger-135	132	30	.	.	PUNCT
ger-135	133	1	each	each	DET
ger-135	133	2	context	context	NOUN
ger-135	133	3	is	be	AUX
ger-135	133	4	different	different	ADJ
ger-135	133	5	,	,	PUNCT
ger-135	133	6	but	but	CCONJ
ger-135	133	7	the	the	DET
ger-135	133	8	articles	article	NOUN
ger-135	133	9	share	share	VERB
ger-135	133	10	the	the	DET
ger-135	133	11	same	same	ADJ
ger-135	133	12	goal	goal	NOUN
ger-135	133	13	of	of	ADP
ger-135	133	14	illuminating	illuminate	VERB
ger-135	133	15	a	a	DET
ger-135	133	16	piece	piece	NOUN
ger-135	133	17	of	of	ADP
ger-135	133	18	how	how	SCONJ
ger-135	133	19	stem	stem	NOUN
ger-135	133	20	education	education	NOUN
ger-135	133	21	might	might	AUX
ger-135	133	22	be	be	AUX
ger-135	133	23	made	make	VERB
ger-135	133	24	accessible	accessible	ADJ
ger-135	133	25	for	for	ADP
ger-135	133	26	all	all	DET
ger-135	133	27	learners	learner	NOUN
ger-135	133	28	.	.	PUNCT
ger-135	134	1	the	the	DET
ger-135	134	2	authors	author	NOUN
ger-135	134	3	’	’	PART
ger-135	134	4	ideas	idea	NOUN
ger-135	134	5	bring	bring	VERB
ger-135	134	6	up	up	ADP
ger-135	134	7	many	many	ADJ
ger-135	134	8	questions	question	NOUN
ger-135	134	9	about	about	ADP
ger-135	134	10	how	how	SCONJ
ger-135	134	11	to	to	PART
ger-135	134	12	meet	meet	VERB
ger-135	134	13	the	the	DET
ger-135	134	14	needs	need	NOUN
ger-135	134	15	of	of	ADP
ger-135	134	16	stem	stem	NOUN
ger-135	134	17	learners	learner	NOUN
ger-135	134	18	,	,	PUNCT
ger-135	134	19	and	and	CCONJ
ger-135	134	20	how	how	SCONJ
ger-135	134	21	their	their	PRON
ger-135	134	22	work	work	NOUN
ger-135	134	23	might	might	AUX
ger-135	134	24	look	look	VERB
ger-135	134	25	in	in	ADP
ger-135	134	26	different	different	ADJ
ger-135	134	27	contexts	contexts	NOUN
ger-135	134	28	around	around	ADP
ger-135	134	29	the	the	DET
ger-135	134	30	world	world	NOUN
ger-135	134	31	.	.	PUNCT
ger-135	135	1	understanding	understand	VERB
ger-135	135	2	how	how	SCONJ
ger-135	135	3	these	these	DET
ger-135	135	4	issues	issue	NOUN
ger-135	135	5	affect	affect	VERB
ger-135	135	6	each	each	PRON
ger-135	135	7	of	of	ADP
ger-135	135	8	us	we	PRON
ger-135	135	9	,	,	PUNCT
ger-135	135	10	in	in	ADP
ger-135	135	11	our	our	PRON
ger-135	135	12	own	own	ADJ
ger-135	135	13	nations	nation	NOUN
ger-135	135	14	,	,	PUNCT
ger-135	135	15	can	can	AUX
ger-135	135	16	shed	shed	VERB
ger-135	135	17	light	light	NOUN
ger-135	135	18	on	on	ADP
ger-135	135	19	making	make	VERB
ger-135	135	20	stem	stem	NOUN
ger-135	135	21	education	education	NOUN
ger-135	135	22	accessible	accessible	ADJ
ger-135	135	23	to	to	ADP
ger-135	135	24	everyone	everyone	PRON
ger-135	135	25	.	.	PUNCT
ger-135	136	1	as	as	SCONJ
ger-135	136	2	highlighted	highlight	VERB
ger-135	136	3	in	in	ADP
ger-135	136	4	heilbronner	heilbronner	NOUN
ger-135	136	5	’s	’s	PART
ger-135	136	6	editorial	editorial	NOUN
ger-135	136	7	,	,	PUNCT
ger-135	136	8	we	we	PRON
ger-135	136	9	will	will	AUX
ger-135	136	10	all	all	ADV
ger-135	136	11	benefit	benefit	VERB
ger-135	136	12	from	from	ADP
ger-135	136	13	shifting	shift	VERB
ger-135	136	14	to	to	ADP
ger-135	136	15	a	a	DET
ger-135	136	16	more	more	ADV
ger-135	136	17	global	global	ADJ
ger-135	136	18	,	,	PUNCT
ger-135	136	19	rather	rather	ADV
ger-135	136	20	than	than	ADP
ger-135	136	21	nationalistic	nationalistic	ADJ
ger-135	136	22	mindset	mindset	NOUN
ger-135	136	23	.	.	PUNCT
ger-135	137	1	references	reference	NOUN
ger-135	137	2	:	:	PUNCT
ger-135	137	3	anderson	anderson	PROPN
ger-135	137	4	,	,	PUNCT
ger-135	137	5	e.	e.	PROPN
ger-135	137	6	l.	l.	PROPN
ger-135	137	7	,	,	PUNCT
ger-135	137	8	&	&	CCONJ
ger-135	137	9	kim	kim	PROPN
ger-135	137	10	,	,	PUNCT
ger-135	137	11	d.	d.	PROPN
ger-135	137	12	(	(	PUNCT
ger-135	137	13	2006	2006	NUM
ger-135	137	14	)	)	PUNCT
ger-135	137	15	.	.	PUNCT
ger-135	137	16	 	 	SPACE
ger-135	138	1	increasing	increase	VERB
ger-135	138	2	the	the	DET
ger-135	138	3	success	success	NOUN
ger-135	138	4	of	of	ADP
ger-135	138	5	minority	minority	NOUN
ger-135	138	6	students	student	NOUN
ger-135	138	7	in	in	ADP
ger-135	138	8	science	science	NOUN
ger-135	138	9	and	and	CCONJ
ger-135	138	10	technology	technology	NOUN
ger-135	138	11	 	 	SPACE
ger-135	138	12	(	(	PUNCT
ger-135	138	13	no	no	INTJ
ger-135	138	14	.	.	NOUN
ger-135	138	15	4	4	NUM
ger-135	138	16	)	)	PUNCT
ger-135	138	17	.	.	PUNCT
ger-135	139	1	washington	washington	PROPN
ger-135	139	2	,	,	PUNCT
ger-135	139	3	dc	dc	PROPN
ger-135	139	4	:	:	PUNCT
ger-135	139	5	american	american	PROPN
ger-135	139	6	council	council	PROPN
ger-135	139	7	on	on	ADP
ger-135	139	8	education	education	NOUN
ger-135	139	9	.	.	PUNCT
ger-135	140	1	ball	ball	PROPN
ger-135	140	2	,	,	PUNCT
ger-135	140	3	j.	j.	PROPN
ger-135	140	4	(	(	PUNCT
ger-135	140	5	2010	2010	NUM
ger-135	140	6	)	)	PUNCT
ger-135	140	7	.	.	PUNCT
ger-135	140	8	 	 	SPACE
ger-135	141	1	enhancing	enhance	VERB
ger-135	141	2	learning	learning	NOUN
ger-135	141	3	of	of	ADP
ger-135	141	4	children	child	NOUN
ger-135	141	5	from	from	ADP
ger-135	141	6	diverse	diverse	ADJ
ger-135	141	7	language	language	NOUN
ger-135	141	8	backgrounds	background	NOUN
ger-135	141	9	:	:	PUNCT
ger-135	141	10	mother	mother	NOUN
ger-135	141	11	tonguebased	tonguebase	VERB
ger-135	141	12	bilingual	bilingual	ADJ
ger-135	141	13	or	or	CCONJ
ger-135	141	14	multilingual	multilingual	ADJ
ger-135	141	15	education	education	NOUN
ger-135	141	16	in	in	ADP
ger-135	141	17	early	early	ADJ
ger-135	141	18	childhood	childhood	NOUN
ger-135	141	19	and	and	CCONJ
ger-135	141	20	early	early	ADJ
ger-135	141	21	primary	primary	ADJ
ger-135	141	22	school	school	NOUN
ger-135	141	23	years	year	NOUN
ger-135	141	24	.	.	PUNCT
ger-135	142	1	early	early	ADJ
ger-135	142	2	childhood	childhood	PROPN
ger-135	142	3	development	development	NOUN
ger-135	142	4	intercultural	intercultural	ADJ
ger-135	142	5	partnerships	partnership	NOUN
ger-135	142	6	,	,	PUNCT
ger-135	142	7	university	university	NOUN
ger-135	142	8	of	of	ADP
ger-135	142	9	victoria	victoria	PROPN
ger-135	142	10	.	.	PUNCT
ger-135	143	1	beasley	beasley	PROPN
ger-135	143	2	,	,	PUNCT
ger-135	143	3	m.	m.	NOUN
ger-135	143	4	a.	a.	PROPN
ger-135	143	5	,	,	PUNCT
ger-135	143	6	and	and	CCONJ
ger-135	143	7	fischer	fischer	PROPN
ger-135	143	8	,	,	PUNCT
ger-135	143	9	m.	m.	NOUN
ger-135	143	10	j.	j.	PROPN
ger-135	143	11	(	(	PUNCT
ger-135	143	12	2012	2012	NUM
ger-135	143	13	)	)	PUNCT
ger-135	143	14	.	.	PUNCT
ger-135	144	1	why	why	SCONJ
ger-135	144	2	they	they	PRON
ger-135	144	3	leave	leave	VERB
ger-135	144	4	:	:	PUNCT
ger-135	144	5	the	the	DET
ger-135	144	6	impact	impact	NOUN
ger-135	144	7	of	of	ADP
ger-135	144	8	stereotype	stereotype	NOUN
ger-135	144	9	threat	threat	NOUN
ger-135	144	10	on	on	ADP
ger-135	144	11	the	the	DET
ger-135	144	12	attrition	attrition	NOUN
ger-135	144	13	of	of	ADP
ger-135	144	14	women	woman	NOUN
ger-135	144	15	and	and	CCONJ
ger-135	144	16	minorities	minority	NOUN
ger-135	144	17	from	from	ADP
ger-135	144	18	science	science	NOUN
ger-135	144	19	,	,	PUNCT
ger-135	144	20	math	math	NOUN
ger-135	144	21	and	and	CCONJ
ger-135	144	22	engineering	engineering	NOUN
ger-135	144	23	majors	major	NOUN
ger-135	144	24	.	.	PUNCT
ger-135	145	1	social	social	ADJ
ger-135	145	2	psychology	psychology	NOUN
ger-135	145	3	of	of	ADP
ger-135	145	4	education	education	NOUN
ger-135	145	5	,	,	PUNCT
ger-135	145	6	15(4	15(4	NUM
ger-135	145	7	)	)	PUNCT
ger-135	145	8	,	,	PUNCT
ger-135	145	9	427	427	NUM
ger-135	145	10	-	-	SYM
ger-135	145	11	448	448	NUM
ger-135	145	12	brainard	brainard	PROPN
ger-135	145	13	,	,	PUNCT
ger-135	145	14	s.	s.	PROPN
ger-135	145	15	g.	g.	PROPN
ger-135	145	16	,	,	PUNCT
ger-135	145	17	and	and	CCONJ
ger-135	145	18	carlin	carlin	PROPN
ger-135	145	19	,	,	PUNCT
ger-135	145	20	l.	l.	PROPN
ger-135	145	21	(	(	PUNCT
ger-135	145	22	1997	1997	NUM
ger-135	145	23	,	,	PUNCT
ger-135	145	24	november	november	PROPN
ger-135	145	25	)	)	PUNCT
ger-135	145	26	.	.	PUNCT
ger-135	146	1	a	a	DET
ger-135	146	2	longitudinal	longitudinal	ADJ
ger-135	146	3	study	study	NOUN
ger-135	146	4	of	of	ADP
ger-135	146	5	undergraduate	undergraduate	ADJ
ger-135	146	6	women	woman	NOUN
ger-135	146	7	in	in	ADP
ger-135	146	8	engineering	engineering	NOUN
ger-135	146	9	and	and	CCONJ
ger-135	146	10	science	science	NOUN
ger-135	146	11	.	.	PUNCT
ger-135	147	1	in	in	ADP
ger-135	147	2	frontiers	frontier	NOUN
ger-135	147	3	in	in	ADP
ger-135	147	4	education	education	NOUN
ger-135	147	5	conference	conference	NOUN
ger-135	147	6	,	,	PUNCT
ger-135	147	7	1997	1997	NUM
ger-135	147	8	.	.	PUNCT
ger-135	148	1	27th	27th	ADJ
ger-135	148	2	annual	annual	ADJ
ger-135	148	3	conference	conference	NOUN
ger-135	148	4	.	.	PUNCT
ger-135	149	1	teaching	teaching	NOUN
ger-135	149	2	and	and	CCONJ
ger-135	149	3	learning	learn	VERB
ger-135	149	4	in	in	ADP
ger-135	149	5	an	an	DET
ger-135	149	6	era	era	NOUN
ger-135	149	7	of	of	ADP
ger-135	149	8	change	change	NOUN
ger-135	149	9	.	.	PUNCT
ger-135	150	1	proceedings	proceeding	NOUN
ger-135	150	2	.	.	PUNCT
ger-135	151	1	(	(	PUNCT
ger-135	151	2	vol	vol	NOUN
ger-135	151	3	.	.	NOUN
ger-135	152	1	1	1	NUM
ger-135	152	2	,	,	PUNCT
ger-135	152	3	pp	pp	ADJ
ger-135	152	4	.	.	PUNCT
ger-135	153	1	134	134	NUM
ger-135	153	2	-	-	SYM
ger-135	153	3	143	143	NUM
ger-135	153	4	)	)	PUNCT
ger-135	153	5	.	.	PUNCT
ger-135	154	1	ieee	ieee	PROPN
ger-135	154	2	.	.	PUNCT
ger-135	154	3	bybee	bybee	PROPN
ger-135	154	4	,	,	PUNCT
ger-135	154	5	r.	r.	PROPN
ger-135	154	6	(	(	PUNCT
ger-135	154	7	2010	2010	NUM
ger-135	154	8	)	)	PUNCT
ger-135	154	9	.	.	PUNCT
ger-135	155	1	advancing	advance	VERB
ger-135	155	2	stem	stem	NOUN
ger-135	155	3	education	education	NOUN
ger-135	155	4	:	:	PUNCT
ger-135	155	5	a	a	DET
ger-135	155	6	2020	2020	NUM
ger-135	155	7	vision	vision	NOUN
ger-135	155	8	.	.	PUNCT
ger-135	156	1	technology	technology	NOUN
ger-135	156	2	and	and	CCONJ
ger-135	156	3	engineering	engineering	NOUN
ger-135	156	4	teacher	teacher	NOUN
ger-135	156	5	,	,	PUNCT
ger-135	156	6	70(1	70(1	NOUN
ger-135	156	7	)	)	PUNCT
ger-135	156	8	,	,	PUNCT
ger-135	156	9	30	30	NUM
ger-135	156	10	-	-	SYM
ger-135	156	11	35	35	NUM
ger-135	156	12	.	.	PUNCT
ger-135	157	1	craig	craig	PROPN
ger-135	157	2	,	,	PUNCT
ger-135	157	3	e.	e.	PROPN
ger-135	157	4	,	,	PUNCT
ger-135	157	5	thomas	thomas	PROPN
ger-135	157	6	,	,	PUNCT
ger-135	157	7	r.	r.	PROPN
ger-135	157	8	j.	j.	PROPN
ger-135	157	9	,	,	PUNCT
ger-135	157	10	hou	hou	PROPN
ger-135	157	11	,	,	PUNCT
ger-135	157	12	c.	c.	PROPN
ger-135	157	13	,	,	PUNCT
ger-135	157	14	&	&	CCONJ
ger-135	157	15	mathur	mathur	PROPN
ger-135	157	16	,	,	PUNCT
ger-135	157	17	s.	s.	PROPN
ger-135	157	18	(	(	PUNCT
ger-135	157	19	2012	2012	NUM
ger-135	157	20	)	)	PUNCT
ger-135	157	21	.	.	PUNCT
ger-135	158	1	where	where	SCONJ
ger-135	158	2	will	will	AUX
ger-135	158	3	all	all	PRON
ger-135	158	4	of	of	ADP
ger-135	158	5	the	the	DET
ger-135	158	6	stem	stem	NOUN
ger-135	158	7	talent	talent	NOUN
ger-135	158	8	come	come	VERB
ger-135	158	9	from	from	ADP
ger-135	158	10	?	?	PUNCT
ger-135	159	1	accessed	access	VERB
ger-135	159	2	11	11	NUM
ger-135	159	3	september	september	PROPN
ger-135	159	4	2014	2014	NUM
ger-135	159	5	from	from	ADP
ger-135	159	6	http://www.accenturehighperformancedelivered.co	http://www.accenturehighperformancedelivered.co	PROPN
ger-135	159	7	m	m	NOUN
ger-135	159	8	/	/	SYM
ger-135	159	9	sitecollectiondocuments	sitecollectiondocument	NOUN
ger-135	159	10	/	/	SYM
ger-135	159	11	pdf	pdf	NOUN
ger-135	159	12	/	/	SYM
ger-135	159	13	accenture	accenture	NOUN
ger-135	159	14	-	-	PUNCT
ger-135	159	15	wherewill	wherewill	NOUN
ger-135	159	16	-	-	PUNCT
ger-135	159	17	all	all	PRON
ger-135	159	18	-	-	PUNCT
ger-135	159	19	the	the	DET
ger-135	159	20	-	-	PUNCT
ger-135	159	21	stem	stem	NOUN
ger-135	159	22	-	-	PUNCT
ger-135	159	23	talent	talent	NOUN
ger-135	159	24	-	-	PUNCT
ger-135	159	25	come	come	VERB
ger-135	159	26	-	-	PUNCT
ger-135	159	27	from	from	ADP
ger-135	159	28	-	-	PUNCT
ger-135	159	29	final.pdf	final.pdf	NOUN
ger-135	159	30	donahoe	donahoe	NOUN
ger-135	159	31	,	,	PUNCT
ger-135	159	32	d.	d.	PROPN
ger-135	159	33	(	(	PUNCT
ger-135	159	34	2013	2013	NUM
ger-135	159	35	)	)	PUNCT
ger-135	159	36	.	.	PUNCT
ger-135	160	1	the	the	DET
ger-135	160	2	definition	definition	NOUN
ger-135	160	3	of	of	ADP
ger-135	160	4	stem	stem	NOUN
ger-135	160	5	.	.	PUNCT
ger-135	161	1	ieeeusa	ieeeusa	NOUN
ger-135	161	2	today	today	NOUN
ger-135	161	3	’s	’s	PART
ger-135	161	4	engineer	engineer	NOUN
ger-135	161	5	,	,	PUNCT
ger-135	161	6	december	december	PROPN
ger-135	161	7	2013	2013	NUM
ger-135	161	8	.	.	PUNCT
ger-135	162	1	accessed	access	VERB
ger-135	162	2	11	11	NUM
ger-135	162	3	september	september	PROPN
ger-135	162	4	2014	2014	NUM
ger-135	162	5	from	from	ADP
ger-135	162	6	:	:	PUNCT
ger-135	162	7	http://www.todaysengineer.org/2013/dec/stemdefinition.asp	http://www.todaysengineer.org/2013/dec/stemdefinition.asp	NOUN
ger-135	162	8	duhigg	duhigg	PROPN
ger-135	162	9	,	,	PUNCT
ger-135	162	10	c.	c.	PROPN
ger-135	162	11	and	and	CCONJ
ger-135	162	12	keith	keith	PROPN
ger-135	162	13	b.	b.	PROPN
ger-135	162	14	(	(	PUNCT
ger-135	162	15	2012	2012	NUM
ger-135	162	16	,	,	PUNCT
ger-135	162	17	january	january	PROPN
ger-135	162	18	21	21	NUM
ger-135	162	19	)	)	PUNCT
ger-135	162	20	.	.	PUNCT
ger-135	163	1	how	how	SCONJ
ger-135	163	2	the	the	DET
ger-135	163	3	u.s	u.s	PROPN
ger-135	163	4	.	.	PROPN
ger-135	163	5	lost	lose	VERB
ger-135	163	6	out	out	ADP
ger-135	163	7	on	on	ADP
ger-135	163	8	iphone	iphone	NOUN
ger-135	163	9	work	work	NOUN
ger-135	163	10	.	.	PUNCT
ger-135	164	1	the	the	DET
ger-135	164	2	new	new	PROPN
ger-135	164	3	york	york	PROPN
ger-135	164	4	times	times	PROPN
ger-135	164	5	.	.	PUNCT
ger-135	164	6	retrieved	retrieve	VERB
ger-135	164	7	from	from	ADP
ger-135	164	8	http://www.nytimes.com/2012/01/22/business/app	http://www.nytimes.com/2012/01/22/business/app	PROPN
ger-135	164	9	le-america-and-a-squeezed-middleclass.html?pagewanted=all&_r=1	le-america-and-a-squeezed-middleclass.html?pagewanted=all&_r=1	NOUN
ger-135	164	10	&	&	CCONJ
ger-135	164	11	.	.	PUNCT
ger-135	165	1	ewing	ewing	PROPN
ger-135	165	2	,	,	PUNCT
ger-135	165	3	b.	b.	PROPN
ger-135	165	4	f.	f.	PROPN
ger-135	165	5	,	,	PUNCT
ger-135	165	6	cooper	cooper	PROPN
ger-135	165	7	,	,	PUNCT
ger-135	165	8	t.	t.	PROPN
ger-135	165	9	j.	j.	PROPN
ger-135	165	10	,	,	PUNCT
ger-135	165	11	baturo	baturo	PROPN
ger-135	165	12	,	,	PUNCT
ger-135	165	13	a.	a.	PROPN
ger-135	165	14	r.	r.	PROPN
ger-135	165	15	,	,	PUNCT
ger-135	165	16	sun	sun	PROPN
ger-135	165	17	,	,	PUNCT
ger-135	165	18	v.	v.	PROPN
ger-135	165	19	,	,	PUNCT
ger-135	165	20	&	&	CCONJ
ger-135	165	21	matthews	matthews	PROPN
ger-135	165	22	,	,	PUNCT
ger-135	165	23	c.	c.	NOUN
ger-135	165	24	(	(	PUNCT
ger-135	165	25	2011	2011	NUM
ger-135	165	26	)	)	PUNCT
ger-135	165	27	.	.	PUNCT
ger-135	166	1	contextualising	contextualise	VERB
ger-135	166	2	the	the	DET
ger-135	166	3	teaching	teaching	NOUN
ger-135	166	4	and	and	CCONJ
ger-135	166	5	learning	learning	NOUN
ger-135	166	6	of	of	ADP
ger-135	166	7	measurement	measurement	NOUN
ger-135	166	8	in	in	ADP
ger-135	166	9	torres	torre	NOUN
ger-135	166	10	strait	strait	PROPN
ger-135	166	11	islander	islander	PROPN
ger-135	166	12	schools	school	NOUN
ger-135	166	13	.	.	PUNCT
ger-135	167	1	in	in	ADP
ger-135	167	2	 	 	SPACE
ger-135	167	3	proceedings	proceeding	NOUN
ger-135	167	4	of	of	ADP
ger-135	167	5	the	the	DET
ger-135	167	6	1st	1st	ADJ
ger-135	167	7	international	international	ADJ
ger-135	167	8	conference	conference	NOUN
ger-135	167	9	of	of	ADP
ger-135	167	10	stem	stem	NOUN
ger-135	167	11	in	in	ADP
ger-135	167	12	education	education	NOUN
ger-135	167	13	2010	2010	NUM
ger-135	167	14	.	.	PUNCT
ger-135	168	1	stem	stem	NOUN
ger-135	168	2	-	-	PUNCT
ger-135	168	3	science	science	NOUN
ger-135	168	4	,	,	PUNCT
ger-135	168	5	technology	technology	NOUN
ger-135	168	6	,	,	PUNCT
ger-135	168	7	engineering	engineering	NOUN
ger-135	168	8	and	and	CCONJ
ger-135	168	9	mathematics	mathematic	NOUN
ger-135	168	10	in	in	ADP
ger-135	168	11	education	education	NOUN
ger-135	168	12	.	.	PUNCT
ger-135	169	1	gonzalez	gonzalez	PROPN
ger-135	169	2	,	,	PUNCT
ger-135	169	3	h.	h.	PROPN
ger-135	169	4	b.	b.	PROPN
ger-135	169	5	,	,	PUNCT
ger-135	169	6	&	&	CCONJ
ger-135	169	7	kuenzi	kuenzi	PROPN
ger-135	169	8	,	,	PUNCT
ger-135	169	9	j.	j.	PROPN
ger-135	169	10	j.	j.	PROPN
ger-135	169	11	(	(	PUNCT
ger-135	169	12	2012	2012	NUM
ger-135	169	13	)	)	PUNCT
ger-135	169	14	.	.	PUNCT
ger-135	170	1	science	science	NOUN
ger-135	170	2	,	,	PUNCT
ger-135	170	3	technology	technology	NOUN
ger-135	170	4	,	,	PUNCT
ger-135	170	5	engineering	engineering	NOUN
ger-135	170	6	,	,	PUNCT
ger-135	170	7	and	and	CCONJ
ger-135	170	8	mathematics	mathematic	NOUN
ger-135	170	9	(	(	PUNCT
ger-135	170	10	stem	stem	NOUN
ger-135	170	11	)	)	PUNCT
ger-135	170	12	education	education	NOUN
ger-135	170	13	:	:	PUNCT
ger-135	170	14	a	a	DET
ger-135	170	15	primer	primer	NOUN
ger-135	170	16	.	.	PUNCT
ger-135	170	17	csr	csr	NOUN
ger-135	170	18	report	report	NOUN
ger-135	170	19	for	for	ADP
ger-135	170	20	congress	congress	PROPN
ger-135	170	21	.	.	PUNCT
ger-135	171	1	accessed	access	VERB
ger-135	171	2	5	5	NUM
ger-135	171	3	september	september	PROPN
ger-135	171	4	2014	2014	NUM
ger-135	171	5	from	from	ADP
ger-135	171	6	http://fas.org/sgp/crs/misc/r42642.pdf	http://fas.org/sgp/crs/misc/r42642.pdf	NOUN
ger-135	171	7	johnson	johnson	PROPN
ger-135	171	8	,	,	PUNCT
ger-135	171	9	j.	j.	PROPN
ger-135	171	10	(	(	PUNCT
ger-135	171	11	2013	2013	NUM
ger-135	171	12	)	)	PUNCT
ger-135	171	13	.	.	PUNCT
ger-135	172	1	the	the	DET
ger-135	172	2	wilting	wilting	NOUN
ger-135	172	3	stem	stem	NOUN
ger-135	172	4	:	:	PUNCT
ger-135	172	5	talent	talent	NOUN
ger-135	172	6	shortage	shortage	NOUN
ger-135	172	7	in	in	ADP
ger-135	172	8	norway	norway	PROPN
ger-135	172	9	.	.	PUNCT
ger-135	172	10	accessed	access	VERB
ger-135	172	11	8	8	NUM
ger-135	172	12	september	september	PROPN
ger-135	172	13	2014	2014	NUM
ger-135	172	14	from	from	ADP
ger-135	172	15	http://trace.tennessee.edu/cgi/viewcontent.cgi?artic	http://trace.tennessee.edu/cgi/viewcontent.cgi?artic	PROPN
ger-135	172	16	6	6	NUM
ger-135	172	17	global	global	ADJ
ger-135	172	18	education	education	NOUN
ger-135	172	19	review	review	NOUN
ger-135	172	20	1(4	1(4	NUM
ger-135	172	21	)	)	PUNCT
ger-135	172	22	le=1003&context	le=1003&context	PROPN
ger-135	172	23	=	=	SYM
ger-135	172	24	utk_geogpubs&seiredir=1&referer	utk_geogpubs&seiredir=1&referer	PROPN
ger-135	172	25	=	=	ADJ
ger-135	172	26	http%3a%2f%2fscholar.google.co	http%3a%2f%2fscholar.google.co	NOUN
ger-135	172	27	m%2fscholar%3fstart%3d90%26q%3dstem%2be	m%2fscholar%3fstart%3d90%26q%3dstem%2be	VERB
ger-135	172	28	ducation%2binternational%2bglobal%26hl%3den%	ducation%2binternational%2bglobal%26hl%3den%	PROPN
ger-135	172	29	26as_sdt%3d0%2c33%26as_ylo%3d2010#search=	26as_sdt%3d0%2c33%26as_ylo%3d2010#search=	NUM
ger-135	172	30	%	%	NOUN
ger-135	172	31	22stem%20education%20international%20global	22stem%20education%20international%20global	NUM
ger-135	172	32	%	%	NOUN
ger-135	172	33	22	22	NUM
ger-135	172	34	johnson	johnson	PROPN
ger-135	172	35	,	,	PUNCT
ger-135	172	36	r.	r.	PROPN
ger-135	172	37	(	(	PUNCT
ger-135	172	38	2012	2012	NUM
ger-135	172	39	)	)	PUNCT
ger-135	172	40	.	.	PUNCT
ger-135	173	1	international	international	ADJ
ger-135	173	2	stem	stem	NOUN
ger-135	173	3	education	education	NOUN
ger-135	173	4	for	for	ADP
ger-135	173	5	global	global	ADJ
ger-135	173	6	sustainability	sustainability	NOUN
ger-135	173	7	.	.	PUNCT
ger-135	174	1	in	in	ADP
ger-135	174	2	weber	weber	PROPN
ger-135	174	3	and	and	CCONJ
ger-135	174	4	duderstadt	duderstadt	NOUN
ger-135	174	5	(	(	PUNCT
ger-135	174	6	eds	ed	NOUN
ger-135	174	7	)	)	PUNCT
ger-135	174	8	.	.	PUNCT
ger-135	175	1	pp	pp	ADP
ger-135	175	2	153	153	NUM
ger-135	175	3	-	-	SYM
ger-135	175	4	164	164	NUM
ger-135	175	5	.	.	PUNCT
ger-135	176	1	global	global	ADJ
ger-135	176	2	sustainability	sustainability	NOUN
ger-135	176	3	and	and	CCONJ
ger-135	176	4	the	the	DET
ger-135	176	5	responsibilities	responsibility	NOUN
ger-135	176	6	of	of	ADP
ger-135	176	7	universities	university	NOUN
ger-135	176	8	.	.	PUNCT
ger-135	177	1	london	london	PROPN
ger-135	177	2	:	:	PUNCT
ger-135	177	3	economica	economica	PROPN
ger-135	177	4	.	.	PUNCT
ger-135	178	1	landivar	landivar	PROPN
ger-135	178	2	,	,	PUNCT
ger-135	178	3	l.	l.	PROPN
ger-135	178	4	c.	c.	PROPN
ger-135	178	5	(	(	PUNCT
ger-135	178	6	2013	2013	NUM
ger-135	178	7	)	)	PUNCT
ger-135	178	8	.	.	PUNCT
ger-135	179	1	disparities	disparity	NOUN
ger-135	179	2	in	in	ADP
ger-135	179	3	stem	stem	NOUN
ger-135	179	4	employment	employment	NOUN
ger-135	179	5	by	by	ADP
ger-135	179	6	sex	sex	NOUN
ger-135	179	7	,	,	PUNCT
ger-135	179	8	race	race	NOUN
ger-135	179	9	,	,	PUNCT
ger-135	179	10	and	and	CCONJ
ger-135	179	11	hispanic	hispanic	ADJ
ger-135	179	12	origin	origin	NOUN
ger-135	179	13	.	.	PUNCT
ger-135	180	1	education	education	NOUN
ger-135	180	2	review	review	PROPN
ger-135	180	3	,	,	PUNCT
ger-135	180	4	29(6	29(6	NUM
ger-135	180	5	)	)	PUNCT
ger-135	180	6	,	,	PUNCT
ger-135	180	7	911	911	NUM
ger-135	180	8	-	-	SYM
ger-135	180	9	922	922	NUM
ger-135	180	10	.	.	PUNCT
ger-135	181	1	lowell	lowell	PROPN
ger-135	181	2	,	,	PUNCT
ger-135	181	3	b.	b.	PROPN
ger-135	181	4	l.	l.	PROPN
ger-135	181	5	,	,	PUNCT
ger-135	181	6	&	&	CCONJ
ger-135	181	7	salzman	salzman	PROPN
ger-135	181	8	,	,	PUNCT
ger-135	181	9	h.	h.	PROPN
ger-135	181	10	(	(	PUNCT
ger-135	181	11	2007	2007	NUM
ger-135	181	12	)	)	PUNCT
ger-135	181	13	.	.	PUNCT
ger-135	182	1	into	into	ADP
ger-135	182	2	the	the	DET
ger-135	182	3	eye	eye	NOUN
ger-135	182	4	of	of	ADP
ger-135	182	5	the	the	DET
ger-135	182	6	storm	storm	NOUN
ger-135	182	7	:	:	PUNCT
ger-135	182	8	assessing	assess	VERB
ger-135	182	9	the	the	DET
ger-135	182	10	evidence	evidence	NOUN
ger-135	182	11	on	on	ADP
ger-135	182	12	science	science	NOUN
ger-135	182	13	and	and	CCONJ
ger-135	182	14	engineering	engineering	NOUN
ger-135	182	15	education	education	NOUN
ger-135	182	16	,	,	PUNCT
ger-135	182	17	quality	quality	NOUN
ger-135	182	18	,	,	PUNCT
ger-135	182	19	and	and	CCONJ
ger-135	182	20	workforce	workforce	NOUN
ger-135	182	21	demand	demand	NOUN
ger-135	182	22	.	.	PUNCT
ger-135	183	1	urban	urban	PROPN
ger-135	183	2	institute	institute	PROPN
ger-135	183	3	(	(	PUNCT
ger-135	183	4	nj1	nj1	NOUN
ger-135	183	5	)	)	PUNCT
ger-135	183	6	.	.	PUNCT
ger-135	184	1	lucas	lucas	PROPN
ger-135	184	2	,	,	PUNCT
ger-135	184	3	t.	t.	PROPN
ger-135	184	4	,	,	PUNCT
ger-135	184	5	henze	henze	NOUN
ger-135	184	6	,	,	PUNCT
ger-135	184	7	r.	r.	PROPN
ger-135	184	8	,	,	PUNCT
ger-135	184	9	&	&	CCONJ
ger-135	184	10	donato	donato	PROPN
ger-135	184	11	,	,	PUNCT
ger-135	184	12	r.	r.	PROPN
ger-135	184	13	(	(	PUNCT
ger-135	184	14	1990	1990	NUM
ger-135	184	15	)	)	PUNCT
ger-135	184	16	.	.	PUNCT
ger-135	185	1	promoting	promote	VERB
ger-135	185	2	the	the	DET
ger-135	185	3	success	success	NOUN
ger-135	185	4	of	of	ADP
ger-135	185	5	latino	latino	ADJ
ger-135	185	6	language	language	NOUN
ger-135	185	7	-	-	PUNCT
ger-135	185	8	minority	minority	NOUN
ger-135	185	9	students	student	NOUN
ger-135	185	10	:	:	PUNCT
ger-135	185	11	an	an	DET
ger-135	185	12	exploratory	exploratory	ADJ
ger-135	185	13	study	study	NOUN
ger-135	185	14	of	of	ADP
ger-135	185	15	six	six	NUM
ger-135	185	16	high	high	ADJ
ger-135	185	17	schools	school	NOUN
ger-135	185	18	.	.	PUNCT
ger-135	185	19	 	 	SPACE
ger-135	185	20	harvard	harvard	PROPN
ger-135	185	21	educational	educational	PROPN
ger-135	185	22	review	review	PROPN
ger-135	185	23	,	,	PUNCT
ger-135	185	24	 	 	SPACE
ger-135	185	25	60(3	60(3	NOUN
ger-135	185	26	)	)	PUNCT
ger-135	185	27	,	,	PUNCT
ger-135	185	28	315	315	NUM
ger-135	185	29	-	-	SYM
ger-135	185	30	341	341	NUM
ger-135	185	31	metcalf	metcalf	NOUN
ger-135	185	32	,	,	PUNCT
ger-135	185	33	h.	h.	PROPN
ger-135	185	34	(	(	PUNCT
ger-135	185	35	2010	2010	NUM
ger-135	185	36	)	)	PUNCT
ger-135	185	37	.	.	PUNCT
ger-135	186	1	stuck	stick	VERB
ger-135	186	2	in	in	ADP
ger-135	186	3	the	the	DET
ger-135	186	4	pipeline	pipeline	NOUN
ger-135	186	5	:	:	PUNCT
ger-135	186	6	a	a	DET
ger-135	186	7	critical	critical	ADJ
ger-135	186	8	review	review	NOUN
ger-135	186	9	of	of	ADP
ger-135	186	10	stem	stem	NOUN
ger-135	186	11	workforce	workforce	NOUN
ger-135	186	12	literature	literature	PROPN
ger-135	186	13	.	.	PUNCT
ger-135	187	1	interactions	interaction	NOUN
ger-135	187	2	:	:	PUNCT
ger-135	187	3	ucla	ucla	PROPN
ger-135	187	4	journal	journal	PROPN
ger-135	187	5	of	of	ADP
ger-135	187	6	education	education	NOUN
ger-135	187	7	and	and	CCONJ
ger-135	187	8	information	information	NOUN
ger-135	187	9	studies	study	NOUN
ger-135	187	10	,	,	PUNCT
ger-135	187	11	6(2	6(2	NUM
ger-135	187	12	)	)	PUNCT
ger-135	187	13	,	,	PUNCT
ger-135	187	14	article	article	NOUN
ger-135	187	15	4	4	NUM
ger-135	187	16	.	.	PUNCT
ger-135	187	17	retrieved	retrieve	VERB
ger-135	187	18	from	from	ADP
ger-135	187	19	:	:	PUNCT
ger-135	187	20	https://escholarship.org/uc/item/6zf09176	https://escholarship.org/uc/item/6zf09176	PROPN
ger-135	187	21	morrison	morrison	PROPN
ger-135	187	22	,	,	PUNCT
ger-135	187	23	j.	j.	PROPN
ger-135	187	24	&	&	CCONJ
ger-135	187	25	bartlett	bartlett	PROPN
ger-135	187	26	,	,	PUNCT
ger-135	187	27	b.	b.	PROPN
ger-135	187	28	(	(	PUNCT
ger-135	187	29	2009	2009	NUM
ger-135	187	30	)	)	PUNCT
ger-135	187	31	.	.	PUNCT
ger-135	188	1	stem	stem	VERB
ger-135	188	2	as	as	ADP
ger-135	188	3	curriculum	curriculum	NOUN
ger-135	188	4	:	:	PUNCT
ger-135	188	5	an	an	DET
ger-135	188	6	experimental	experimental	ADJ
ger-135	188	7	approach	approach	NOUN
ger-135	188	8	.	.	PUNCT
ger-135	189	1	education	education	NOUN
ger-135	189	2	week	week	NOUN
ger-135	189	3	.	.	PUNCT
ger-135	190	1	8(23	8(23	NOUN
ger-135	190	2	)	)	PUNCT
ger-135	190	3	,	,	PUNCT
ger-135	190	4	2831	2831	NUM
ger-135	190	5	.	.	PUNCT
ger-135	191	1	nasscom	nasscom	PROPN
ger-135	191	2	(	(	PUNCT
ger-135	191	3	2013	2013	NUM
ger-135	191	4	)	)	PUNCT
ger-135	191	5	.	.	PUNCT
ger-135	192	1	hope	hope	NOUN
ger-135	192	2	on	on	ADP
ger-135	192	3	the	the	DET
ger-135	192	4	distant	distant	ADJ
ger-135	192	5	horizon	horizon	NOUN
ger-135	192	6	.	.	PUNCT
ger-135	193	1	accessed	access	VERB
ger-135	193	2	7	7	NUM
ger-135	193	3	november	november	PROPN
ger-135	193	4	2014	2014	NUM
ger-135	193	5	from	from	ADP
ger-135	193	6	http://www.nasscom.in/hopeon-the-distant-horizon-56386	http://www.nasscom.in/hopeon-the-distant-horizon-56386	PROPN
ger-135	193	7	.	.	PUNCT
ger-135	193	8	rayman	rayman	NOUN
ger-135	193	9	,	,	PUNCT
ger-135	193	10	p.	p.	PROPN
ger-135	193	11	,	,	PUNCT
ger-135	193	12	&	&	CCONJ
ger-135	193	13	brett	brett	PROPN
ger-135	193	14	,	,	PUNCT
ger-135	193	15	b.	b.	PROPN
ger-135	193	16	(	(	PUNCT
ger-135	193	17	1995	1995	NUM
ger-135	193	18	)	)	PUNCT
ger-135	193	19	.	.	PUNCT
ger-135	194	1	women	woman	NOUN
ger-135	194	2	science	science	NOUN
ger-135	194	3	majors	major	NOUN
ger-135	194	4	:	:	PUNCT
ger-135	194	5	what	what	PRON
ger-135	194	6	makes	make	VERB
ger-135	194	7	a	a	DET
ger-135	194	8	difference	difference	NOUN
ger-135	194	9	in	in	ADP
ger-135	194	10	persistence	persistence	NOUN
ger-135	194	11	after	after	ADP
ger-135	194	12	graduation	graduation	NOUN
ger-135	194	13	?	?	PUNCT
ger-135	194	14	.	.	PUNCT
ger-135	195	1	the	the	DET
ger-135	195	2	journal	journal	NOUN
ger-135	195	3	of	of	ADP
ger-135	195	4	higher	high	ADJ
ger-135	195	5	education	education	NOUN
ger-135	195	6	,	,	PUNCT
ger-135	195	7	388	388	NUM
ger-135	195	8	-	-	SYM
ger-135	195	9	414	414	NUM
ger-135	195	10	.	.	PUNCT
ger-135	196	1	roberts	roberts	PROPN
ger-135	196	2	,	,	PUNCT
ger-135	196	3	a.	a.	NOUN
ger-135	196	4	(	(	PUNCT
ger-135	196	5	2012	2012	NUM
ger-135	196	6	)	)	PUNCT
ger-135	196	7	.	.	PUNCT
ger-135	197	1	a	a	DET
ger-135	197	2	justification	justification	NOUN
ger-135	197	3	for	for	ADP
ger-135	197	4	stem	stem	NOUN
ger-135	197	5	education	education	NOUN
ger-135	197	6	.	.	PUNCT
ger-135	198	1	the	the	DET
ger-135	198	2	technology	technology	NOUN
ger-135	198	3	and	and	CCONJ
ger-135	198	4	engineering	engineering	NOUN
ger-135	198	5	teacher	teacher	NOUN
ger-135	198	6	.	.	PUNCT
ger-135	199	1	may	may	AUX
ger-135	199	2	/	/	SYM
ger-135	199	3	june	june	PROPN
ger-135	199	4	2012	2012	NUM
ger-135	199	5	,	,	PUNCT
ger-135	199	6	1	1	NUM
ger-135	199	7	-	-	SYM
ger-135	199	8	5	5	NUM
ger-135	199	9	sadler	sadler	NOUN
ger-135	199	10	,	,	PUNCT
ger-135	199	11	t.	t.	PROPN
ger-135	199	12	d.	d.	PROPN
ger-135	199	13	,	,	PUNCT
ger-135	199	14	&	&	CCONJ
ger-135	199	15	zeidler	zeidler	PROPN
ger-135	199	16	,	,	PUNCT
ger-135	199	17	d.	d.	PROPN
ger-135	199	18	l.	l.	PROPN
ger-135	199	19	(	(	PUNCT
ger-135	199	20	2004	2004	NUM
ger-135	199	21	)	)	PUNCT
ger-135	199	22	.	.	PUNCT
ger-135	200	1	the	the	DET
ger-135	200	2	significance	significance	NOUN
ger-135	200	3	of	of	ADP
ger-135	200	4	content	content	ADJ
ger-135	200	5	knowledge	knowledge	NOUN
ger-135	200	6	for	for	ADP
ger-135	200	7	informal	informal	ADJ
ger-135	200	8	reasoning	reasoning	NOUN
ger-135	200	9	regarding	regard	VERB
ger-135	200	10	socioscientific	socioscientific	NOUN
ger-135	200	11	issues	issue	NOUN
ger-135	200	12	:	:	PUNCT
ger-135	200	13	applying	apply	VERB
ger-135	200	14	genetics	genetic	NOUN
ger-135	200	15	knowledge	knowledge	NOUN
ger-135	200	16	to	to	ADP
ger-135	200	17	genetic	genetic	ADJ
ger-135	200	18	engineering	engineering	NOUN
ger-135	200	19	issues	issue	NOUN
ger-135	200	20	[	[	X
ger-135	200	21	electronic	electronic	ADJ
ger-135	200	22	version	version	NOUN
ger-135	200	23	]	]	PUNCT
ger-135	200	24	.	.	PUNCT
ger-135	201	1	wiley	wiley	PROPN
ger-135	201	2	interscience	interscience	PROPN
ger-135	201	3	,	,	PUNCT
ger-135	201	4	sanders	sander	NOUN
ger-135	201	5	,	,	PUNCT
ger-135	201	6	m.	m.	NOUN
ger-135	201	7	(	(	PUNCT
ger-135	201	8	2009	2009	NUM
ger-135	201	9	)	)	PUNCT
ger-135	201	10	.	.	PUNCT
ger-135	202	1	stem	stem	NOUN
ger-135	202	2	,	,	PUNCT
ger-135	202	3	stem	stem	NOUN
ger-135	202	4	education	education	NOUN
ger-135	202	5	,	,	PUNCT
ger-135	202	6	stemmania	stemmania	NOUN
ger-135	202	7	.	.	PUNCT
ger-135	203	1	the	the	DET
ger-135	203	2	technology	technology	NOUN
ger-135	203	3	teacher	teacher	NOUN
ger-135	203	4	,	,	PUNCT
ger-135	203	5	68(4	68(4	NUM
ger-135	203	6	)	)	PUNCT
ger-135	203	7	,	,	PUNCT
ger-135	203	8	20	20	NUM
ger-135	203	9	-	-	SYM
ger-135	203	10	26	26	NUM
ger-135	203	11	.	.	PUNCT
ger-135	204	1	scheele	scheele	PROPN
ger-135	204	2	,	,	PUNCT
ger-135	204	3	a.	a.	PROPN
ger-135	204	4	f.	f.	PROPN
ger-135	204	5	,	,	PUNCT
ger-135	204	6	leseman	leseman	ADJ
ger-135	204	7	,	,	PUNCT
ger-135	204	8	p.	p.	PROPN
ger-135	204	9	p.	p.	PROPN
ger-135	204	10	,	,	PUNCT
ger-135	204	11	&	&	CCONJ
ger-135	204	12	mayo	mayo	PROPN
ger-135	204	13	,	,	PUNCT
ger-135	204	14	a.	a.	PROPN
ger-135	204	15	y.	y.	PROPN
ger-135	204	16	(	(	PUNCT
ger-135	204	17	2010	2010	NUM
ger-135	204	18	)	)	PUNCT
ger-135	204	19	.	.	PUNCT
ger-135	205	1	the	the	DET
ger-135	205	2	home	home	NOUN
ger-135	205	3	language	language	NOUN
ger-135	205	4	environment	environment	NOUN
ger-135	205	5	of	of	ADP
ger-135	205	6	monolingual	monolingual	ADJ
ger-135	205	7	and	and	CCONJ
ger-135	205	8	bilingual	bilingual	ADJ
ger-135	205	9	children	child	NOUN
ger-135	205	10	and	and	CCONJ
ger-135	205	11	their	their	PRON
ger-135	205	12	language	language	NOUN
ger-135	205	13	proficiency	proficiency	NOUN
ger-135	205	14	.	.	PUNCT
ger-135	205	15	 	 	SPACE
ger-135	205	16	applied	apply	VERB
ger-135	205	17	psycholinguistics	psycholinguistic	NOUN
ger-135	205	18	,	,	PUNCT
ger-135	205	19	 	 	SPACE
ger-135	205	20	31(01	31(01	NUM
ger-135	205	21	)	)	PUNCT
ger-135	205	22	,	,	PUNCT
ger-135	205	23	117140	117140	NUM
ger-135	205	24	.	.	PUNCT
ger-135	206	1	setati	setati	PROPN
ger-135	206	2	,	,	PUNCT
ger-135	206	3	m.	m.	NOUN
ger-135	206	4	(	(	PUNCT
ger-135	206	5	2008	2008	NUM
ger-135	206	6	)	)	PUNCT
ger-135	206	7	.	.	PUNCT
ger-135	207	1	access	access	NOUN
ger-135	207	2	to	to	ADP
ger-135	207	3	mathematics	mathematic	NOUN
ger-135	207	4	versus	versus	ADP
ger-135	207	5	access	access	NOUN
ger-135	207	6	to	to	ADP
ger-135	207	7	the	the	DET
ger-135	207	8	language	language	NOUN
ger-135	207	9	of	of	ADP
ger-135	207	10	power	power	NOUN
ger-135	207	11	:	:	PUNCT
ger-135	207	12	the	the	DET
ger-135	207	13	struggle	struggle	NOUN
ger-135	207	14	in	in	ADP
ger-135	207	15	multilingual	multilingual	ADJ
ger-135	207	16	mathematics	mathematic	NOUN
ger-135	207	17	classrooms	classroom	NOUN
ger-135	207	18	.	.	PUNCT
ger-135	207	19	 	 	SPACE
ger-135	208	1	south	south	ADJ
ger-135	208	2	african	african	ADJ
ger-135	208	3	journal	journal	NOUN
ger-135	208	4	of	of	ADP
ger-135	208	5	education	education	NOUN
ger-135	208	6	,	,	PUNCT
ger-135	208	7	 	 	SPACE
ger-135	208	8	28(1	28(1	NOUN
ger-135	208	9	)	)	PUNCT
ger-135	208	10	,	,	PUNCT
ger-135	208	11	103	103	NUM
ger-135	208	12	-	-	SYM
ger-135	208	13	116	116	NUM
ger-135	208	14	.	.	PUNCT
ger-135	209	1	st	st	PROPN
ger-135	209	2	.	.	PROPN
ger-135	209	3	louis	louis	PROPN
ger-135	209	4	community	community	NOUN
ger-135	209	5	college	college	PROPN
ger-135	209	6	(	(	PUNCT
ger-135	209	7	stlcc	stlcc	PROPN
ger-135	209	8	)	)	PUNCT
ger-135	209	9	.	.	PUNCT
ger-135	210	1	(	(	PUNCT
ger-135	210	2	2014	2014	NUM
ger-135	210	3	)	)	PUNCT
ger-135	210	4	.	.	PUNCT
ger-135	211	1	the	the	DET
ger-135	211	2	state	state	NOUN
ger-135	211	3	of	of	ADP
ger-135	211	4	st	st	PROPN
ger-135	211	5	.	.	PROPN
ger-135	211	6	louis	louis	PROPN
ger-135	211	7	workforce	workforce	PROPN
ger-135	211	8	report	report	NOUN
ger-135	211	9	.	.	PUNCT
ger-135	212	1	accessed	access	VERB
ger-135	212	2	october	october	PROPN
ger-135	212	3	2014	2014	NUM
ger-135	212	4	from	from	ADP
ger-135	212	5	http://www.stlcc.edu/workforce-solutions/stlouis-workforce/reports.html	http://www.stlcc.edu/workforce-solutions/stlouis-workforce/reports.html	PROPN
ger-135	212	6	tate	tate	PROPN
ger-135	212	7	,	,	PUNCT
ger-135	212	8	w.	w.	PROPN
ger-135	212	9	(	(	PUNCT
ger-135	212	10	2001	2001	NUM
ger-135	212	11	)	)	PUNCT
ger-135	212	12	.	.	PUNCT
ger-135	213	1	science	science	NOUN
ger-135	213	2	education	education	NOUN
ger-135	213	3	as	as	ADP
ger-135	213	4	a	a	DET
ger-135	213	5	civil	civil	ADJ
ger-135	213	6	right	right	NOUN
ger-135	213	7	:	:	PUNCT
ger-135	213	8	urban	urban	ADJ
ger-135	213	9	schools	school	NOUN
ger-135	213	10	and	and	CCONJ
ger-135	213	11	opportunity	opportunity	NOUN
ger-135	213	12	-	-	PUNCT
ger-135	213	13	to	to	PART
ger-135	213	14	-	-	PUNCT
ger-135	213	15	learn	learn	VERB
ger-135	213	16	considerations	consideration	NOUN
ger-135	213	17	.	.	PUNCT
ger-135	214	1	journal	journal	NOUN
ger-135	214	2	of	of	ADP
ger-135	214	3	research	research	NOUN
ger-135	214	4	in	in	ADP
ger-135	214	5	science	science	NOUN
ger-135	214	6	teaching	teaching	NOUN
ger-135	214	7	,	,	PUNCT
ger-135	214	8	38(9	38(9	NOUN
ger-135	214	9	)	)	PUNCT
ger-135	214	10	,	,	PUNCT
ger-135	214	11	1015	1015	NUM
ger-135	214	12	-	-	SYM
ger-135	214	13	1028	1028	NUM
ger-135	214	14	.	.	PUNCT
ger-135	215	1	tate	tate	PROPN
ger-135	215	2	,	,	PUNCT
ger-135	215	3	w.	w.	PROPN
ger-135	215	4	f.	f.	PROPN
ger-135	215	5	,	,	PUNCT
ger-135	215	6	jones	jones	PROPN
ger-135	215	7	,	,	PUNCT
ger-135	215	8	b.	b.	PROPN
ger-135	215	9	d.	d.	PROPN
ger-135	215	10	,	,	PUNCT
ger-135	215	11	thorne	thorne	PROPN
ger-135	215	12	-	-	PUNCT
ger-135	215	13	wallington	wallington	PROPN
ger-135	215	14	,	,	PUNCT
ger-135	215	15	e.	e.	PROPN
ger-135	215	16	&	&	CCONJ
ger-135	215	17	hogrebe	hogrebe	PROPN
ger-135	215	18	,	,	PUNCT
ger-135	215	19	m.	m.	NOUN
ger-135	215	20	c.	c.	PROPN
ger-135	215	21	(	(	PUNCT
ger-135	215	22	2012	2012	NUM
ger-135	215	23	)	)	PUNCT
ger-135	215	24	.	.	PUNCT
ger-135	216	1	science	science	NOUN
ger-135	216	2	and	and	CCONJ
ger-135	216	3	the	the	DET
ger-135	216	4	city	city	NOUN
ger-135	216	5	:	:	PUNCT
ger-135	216	6	thinking	think	VERB
ger-135	216	7	geospatially	geospatially	ADV
ger-135	216	8	about	about	ADP
ger-135	216	9	opportunity	opportunity	NOUN
ger-135	216	10	to	to	PART
ger-135	216	11	learn	learn	VERB
ger-135	216	12	.	.	PUNCT
ger-135	217	1	urban	urban	ADJ
ger-135	217	2	education	education	NOUN
ger-135	217	3	2012	2012	NUM
ger-135	217	4	47	47	NUM
ger-135	217	5	:	:	PUNCT
ger-135	217	6	399	399	NUM
ger-135	217	7	-	-	SYM
ger-135	217	8	433	433	NUM
ger-135	217	9	u.s	u.s	PROPN
ger-135	217	10	.	.	PROPN
ger-135	217	11	department	department	PROPN
ger-135	217	12	of	of	ADP
ger-135	217	13	education	education	PROPN
ger-135	217	14	,	,	PUNCT
ger-135	217	15	national	national	ADJ
ger-135	217	16	center	center	NOUN
ger-135	217	17	for	for	ADP
ger-135	217	18	education	education	NOUN
ger-135	217	19	statistics	statistic	NOUN
ger-135	217	20	.	.	PUNCT
ger-135	218	1	teacher	teacher	NOUN
ger-135	218	2	preparation	preparation	NOUN
ger-135	218	3	and	and	CCONJ
ger-135	218	4	professional	professional	ADJ
ger-135	218	5	development	development	NOUN
ger-135	218	6	:	:	PUNCT
ger-135	218	7	2000	2000	NUM
ger-135	218	8	,	,	PUNCT
ger-135	218	9	nces	nce	VERB
ger-135	218	10	2001–088	2001–088	ADV
ger-135	218	11	,	,	PUNCT
ger-135	218	12	by	by	ADP
ger-135	218	13	basmat	basmat	PROPN
ger-135	218	14	parsad	parsad	PROPN
ger-135	218	15	,	,	PUNCT
ger-135	218	16	laurie	laurie	PROPN
ger-135	218	17	lewis	lewis	PROPN
ger-135	218	18	,	,	PUNCT
ger-135	218	19	and	and	CCONJ
ger-135	218	20	elizabeth	elizabeth	PROPN
ger-135	218	21	farris	farris	PROPN
ger-135	218	22	.	.	PUNCT
ger-135	219	1	project	project	NOUN
ger-135	219	2	officer	officer	NOUN
ger-135	219	3	:	:	PUNCT
ger-135	219	4	bernard	bernard	PROPN
ger-135	219	5	greene	greene	PROPN
ger-135	219	6	.	.	PUNCT
ger-135	220	1	washington	washington	PROPN
ger-135	220	2	,	,	PUNCT
ger-135	220	3	dc	dc	PROPN
ger-135	220	4	:	:	PUNCT
ger-135	220	5	2001	2001	NUM
ger-135	220	6	.	.	PUNCT
ger-135	221	1	meghan	meghan	PROPN
ger-135	221	2	e.	e.	PROPN
ger-135	221	3	marrero	marrero	PROPN
ger-135	221	4	,	,	PUNCT
ger-135	221	5	edd	edd	PROPN
ger-135	221	6	,	,	PUNCT
ger-135	221	7	is	be	AUX
ger-135	221	8	an	an	DET
ger-135	221	9	associate	associate	ADJ
ger-135	221	10	professor	professor	NOUN
ger-135	221	11	of	of	ADP
ger-135	221	12	secondary	secondary	ADJ
ger-135	221	13	education	education	NOUN
ger-135	221	14	at	at	ADP
ger-135	221	15	mercy	mercy	NOUN
ger-135	221	16	college	college	NOUN
ger-135	221	17	,	,	PUNCT
ger-135	221	18	where	where	SCONJ
ger-135	221	19	she	she	PRON
ger-135	221	20	teaches	teach	VERB
ger-135	221	21	courses	course	NOUN
ger-135	221	22	in	in	ADP
ger-135	221	23	science	science	NOUN
ger-135	221	24	methods	method	NOUN
ger-135	221	25	,	,	PUNCT
ger-135	221	26	assessment	assessment	NOUN
ger-135	221	27	,	,	PUNCT
ger-135	221	28	and	and	CCONJ
ger-135	221	29	oceanography	oceanography	NOUN
ger-135	221	30	.	.	PUNCT
ger-135	222	1	her	her	PRON
ger-135	222	2	research	research	NOUN
ger-135	222	3	interests	interest	NOUN
ger-135	222	4	include	include	VERB
ger-135	222	5	stem	stem	NOUN
ger-135	222	6	teacher	teacher	NOUN
ger-135	222	7	education	education	NOUN
ger-135	222	8	and	and	CCONJ
ger-135	222	9	ocean	ocean	NOUN
ger-135	222	10	literacy	literacy	NOUN
ger-135	222	11	.	.	PUNCT
ger-135	223	1	amanda	amanda	PROPN
ger-135	223	2	m.	m.	PROPN
ger-135	223	3	gunning	gunning	PROPN
ger-135	223	4	,	,	PUNCT
ger-135	223	5	phd	phd	PROPN
ger-135	223	6	,	,	PUNCT
ger-135	223	7	is	be	AUX
ger-135	223	8	an	an	DET
ger-135	223	9	assistant	assistant	ADJ
ger-135	223	10	professor	professor	NOUN
ger-135	223	11	of	of	ADP
ger-135	223	12	secondary	secondary	ADJ
ger-135	223	13	education	education	NOUN
ger-135	223	14	at	at	ADP
ger-135	223	15	mercy	mercy	NOUN
ger-135	223	16	college	college	NOUN
ger-135	223	17	,	,	PUNCT
ger-135	223	18	where	where	SCONJ
ger-135	223	19	she	she	PRON
ger-135	223	20	teaches	teach	VERB
ger-135	223	21	courses	course	NOUN
ger-135	223	22	in	in	ADP
ger-135	223	23	science	science	NOUN
ger-135	223	24	methods	method	NOUN
ger-135	223	25	and	and	CCONJ
ger-135	223	26	general	general	ADJ
ger-135	223	27	education	education	NOUN
ger-135	223	28	.	.	PUNCT
ger-135	224	1	her	her	PRON
ger-135	224	2	research	research	NOUN
ger-135	224	3	interests	interest	NOUN
ger-135	224	4	include	include	VERB
ger-135	224	5	stem	stem	NOUN
ger-135	224	6	teacher	teacher	NOUN
ger-135	224	7	education	education	NOUN
ger-135	224	8	with	with	ADP
ger-135	224	9	a	a	DET
ger-135	224	10	focus	focus	NOUN
ger-135	224	11	on	on	ADP
ger-135	224	12	self	self	NOUN
ger-135	224	13	-	-	PUNCT
ger-135	224	14	efficacy	efficacy	NOUN
ger-135	224	15	.	.	PUNCT
ger-135	225	1	terri	terri	PROPN
ger-135	225	2	germain	germain	PROPN
ger-135	225	3	-	-	PUNCT
ger-135	225	4	williams	williams	PROPN
ger-135	225	5	,	,	PUNCT
ger-135	225	6	phd	phd	NOUN
ger-135	225	7	,	,	PUNCT
ger-135	225	8	is	be	AUX
ger-135	225	9	an	an	DET
ger-135	225	10	assistant	assistant	ADJ
ger-135	225	11	professor	professor	NOUN
ger-135	225	12	of	of	ADP
ger-135	225	13	secondary	secondary	ADJ
ger-135	225	14	education	education	NOUN
ger-135	225	15	at	at	ADP
ger-135	225	16	mercy	mercy	NOUN
ger-135	225	17	college	college	NOUN
ger-135	225	18	,	,	PUNCT
ger-135	225	19	where	where	SCONJ
ger-135	225	20	she	she	PRON
ger-135	225	21	teaches	teach	VERB
ger-135	225	22	courses	course	NOUN
ger-135	225	23	in	in	ADP
ger-135	225	24	elementary	elementary	ADJ
ger-135	225	25	and	and	CCONJ
ger-135	225	26	secondary	secondary	ADJ
ger-135	225	27	mathematics	mathematic	NOUN
ger-135	225	28	methods	method	NOUN
ger-135	225	29	,	,	PUNCT
ger-135	225	30	assessment	assessment	NOUN
ger-135	225	31	,	,	PUNCT
ger-135	225	32	history	history	NOUN
ger-135	225	33	of	of	ADP
ger-135	225	34	mathematics	mathematic	NOUN
ger-135	225	35	and	and	CCONJ
ger-135	225	36	problem	problem	NOUN
ger-135	225	37	solving	solving	NOUN
ger-135	225	38	.	.	PUNCT
ger-135	226	1	her	her	PRON
ger-135	226	2	research	research	NOUN
ger-135	226	3	interests	interest	NOUN
ger-135	226	4	include	include	VERB
ger-135	226	5	mathematical	mathematical	ADJ
ger-135	226	6	modeling	modeling	NOUN
ger-135	226	7	and	and	CCONJ
ger-135	226	8	mathematics	mathematic	NOUN
ger-135	226	9	in	in	ADP
ger-135	226	10	underserved	underserved	ADJ
ger-135	226	11	populations	population	NOUN
ger-135	226	12	.	.	PUNCT
ger-135	227	1	https://escholarship.org/uc/item/6zf09176	https://escholarship.org/uc/item/6zf09176	PROPN
ger-135	227	2	http://www.nasscom.in/hope-on-the-distant-horizon-56386	http://www.nasscom.in/hope-on-the-distant-horizon-56386	VERB
ger-135	227	3	http://www.nasscom.in/hope-on-the-distant-horizon-56386	http://www.nasscom.in/hope-on-the-distant-horizon-56386	NOUN